Rockfish Historical Harvest Estimates

This project seeks to estimate sport fish harvest and releases of rockfish in Alaska waters by improving on the Howard et al. (2020) methods and expand the time series back to 1977 when the statewide harvest survey (SWHS) was first implemented. This is essentially a Bayesian version of the Howard methods that allows for more appropriate and defensible sharing of information between areas, handles missing data in a more appropriate manor, accurately propagates uncertainty throughout the estimation procedure and replaces the Howard decision tree approach to low sample sizes with a hierarchical model. The methods and results for generating harvest estimates are generally consistent between the Bayesian model and the Howard methods. Harvest estimates are consistent with Howard estimates during contemporary times, but may differ based on more appropriate weighting of SWHS and logbook data, including estimating and correcting bias in the SWHS data.

Table 1. Summary of key improvements in reconstructiing sport fish removals of rockfish using the Bayesian model as compared to the Howard et al. (2020) methods.

Issue	Howard	Bayes
Time series	1999 - present	1977 - present
Bias in SWHS	Not explicitly dealt with. Relies on logbook data and ratios of guided/unguided from SWHS data to estimate unguided releases and harvests.	Explicitly estimates bias in SWHS harvest and release estimates based on logbook data.
Species composition of releases	Assumes that species composition of releases is equal to that of the harvest, which is not evident in the logbook data.	Recognizes different release probabilities by species / species assemblage and estimates it from logbook data and bias corrected SWHS data
Sample size limitations	Uses sample size threshholds such that when areas fall below those threshholds values are borrowed from nearby areas.	Uses a hierarchichacal modelling approach that shares information between areas in the same region. Thus all data is used, even with small sample sizes. This is a more sound method that avoids assumptions and uses all of the data.
Error propogation	Error is propogated when variance estimates are available, but there is uncertainty associated with borrowing values from nearby areas, or the assumption of species compositions being identical in harvest and releases, are not dealt with.	By breaking the assumption that species composition is equal between harvests and releases, uncertainty in the release estimates is more reflective of the fishery. Furthermore, the hyerarchichal approach more accurately captures uncertainy within and between areas within a region.

Figure 1.- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.

Figure 2.- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).

Results

• Model: LB_fit_3pH

• Model Run: Gen4int_indcomp_swhs_gR_FULL_pHB4pars_re0e_thru2024_140000_2025-10-24 (Naming convention: modelname_thruYEAR_iters_rundate)

• Proportion of parmaters converged (Rhat <= 1.1): 0.9818

• See end of document for summary of unconverged parameters.

Figure X.- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Estimate comparison

Since previous estimates of rockfish harvest have been produced these first 3 graphs will be used to show how the modeled estimates compare to the estimates produced earlier. For total rockfish the estimates are in general agreement although differences are noted. These estimates should be more reliable because they include both SWHS and guide logbook data, handle variance more appropriately, use hierarchical distributions when data is missing, directly consider observation error and are produced using reproducible research.

Figure 3.- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Notes from Adam: When looking at only black rockfish the most significant differences are for the Prince William Sound Inside area. I did not spend a great deal of time tracking this down although it looks like the previous version used bad values for \(P_{(black)ayu}\) for at least unguided anglers. For the moment I would ignore the results for BSIA and SOKO2SAP. I think it is possible to give approximate values for these areas but it will require a little more coding which I have yet to do.

Figure 4.- Black rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

And black rockfish releases…

Figure 5.- Black rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 6.- Yellow rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 7.- Yellow rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 8.- DSR rockfish (excluding yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 9.- DSR rockfish releases (including yelloweye) 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 11.- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 12.- Slope rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 13.- Other rockfish (non-pelagic and non-yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 14.- Other rockfish (non-pelagic and non-yelloweye) releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Total Biomass Removal Estimates

Figure 15.- Black rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 16.- Yellow rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 17.- Pelagic rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 18.- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 19.- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Model fit

Logbook residuals

Figure 20.- Residuals from logbook harvests.

SWHS residuals

Figure 21.- Residuals from SWHS harvests.

Figure 22.- Residual of SWHS releases.

Parameter estimates

P(Charter)

These histograms show the posterior distribution of the mean percent of rockfish harvested by the charter fleet.

Figure 23.- Mean percent of harvest by charter anglers.

When considered annually we see the percent of rockfish harvested by the charter fleet follows our data fairly well although the model smooths out the changes and we just do not have much information about this ratio. Prior to 2011 the percent charter is confounded with SWHS bias and should be mostly discounted.

Figure 24.- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

P(Harvest)

These plots show the fitted logistic line to the proportion of caught rockfish that are harvested. These estimates are used for hindcasting catch estimates based on the harvest data in early years when catch estimates are unavailable.

Figure 25.- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 26.- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 27.- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.

Figure 28.- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 29.- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

SWHS bias

Figure 23 shows the mean estimate for SWHS bias in harvests and releases. Cook Inlet, North Gulf Coast and North Southeast Inside all look pretty good while most other areas have substantial bias. Prince William Sound Inside has the largest bias. Bias in release estimates is substantial and whereas the SWHS appears to underestimate harvests, it appears to greatly overestimates releases by a factor of 2 or more in most areas as derived from logbook reported releases.

Figure 30.- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

Our estimates of SWHS harvest bias track observations fairly well when he have guided harvest estimates. The estimates of release bias in the SWHS data track observed patterns to an extent, but appear to smooth these more volatile disagreements with the logbook data. Adam postulated in his initial start on this that some of this could be the result of the estimates of the proportion guided. This value was not modelled with a trend and thus applies a constant estimate when hindcasting. Data on these relationships could greatly improve this model.

Figure 31.- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

P(pelagic)

We model the percentage of pelagic rockfish in the harvest because we have the information for charter anglers (via logbooks) starting in 1998. Other than looking at the model estimates you can use Figure 25 to compare the two data streams for pelagic rockfish harvest. In general they are in agreement with major exceptions in Price William Sound inside, Prince William Sound outside (early in the time series) and South Southeast inside.

Figure 32.- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

P(black|pelagic)

Note that in Southeast Alaska we only have composition data starting in 2006. Tania dug up old SE data, but it did not provide any useful data for species apportionment. For the most part, P(black|pelagic) is relatively constant across areas, with the exception of Cook Inlet and NSEI in Southeast AK. It may be worth discussing whether the shifts in those areas is a result of improved or changing species identification rather than actual shift in the species composition of the catch.

Figure 33.- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

P(yelloweye|non-pelagic / yelloweye|DSR)

Figure 34.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(DSR|non-pelagic)

Figure 35.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

P(slope|non-pelagic)

Figure 36.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(slope|non-pelagic & non-yellowye) For release estimates

## NULL

Weight Fits

Figure 37.- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 38.- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 39.- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 40.- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 41.- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Summary of unconverged parameters:

The proportion of unconverged species composition proportional estimates that are near the bounds of 0 or 1 is 0.2584906

The proportion of unconverged true parameters (defined as Rhat > 1.01) that are also in excess of an Rhat of 1.1 is 0.1 while 0.9 are less than 1.1.

Table Xa. Species proportion derived quantities that are not with 0.05 of the 0 and 1 bounds and are not converged relative to an Rhat of 1.01.

variable	area_n	year	user	mean	median	lower	upper	Rhat	sd	skew	area
p_pelagic	11	1	1	0.437	0.437	0.163	0.708	1.203	0.141	0.000	CSEO
p_pelagic	11	1	2	0.370	0.368	0.122	0.640	1.222	0.135	0.015	CSEO
p_yellow	11	1	1	0.576	0.582	0.261	0.859	1.020	0.158	-0.038	CSEO
p_yellow	11	1	2	0.483	0.475	0.192	0.811	1.030	0.163	0.049	CSEO
p_pelagic	11	10	1	0.440	0.442	0.174	0.696	1.203	0.140	-0.014	CSEO
p_pelagic	11	10	2	0.368	0.362	0.124	0.649	1.146	0.134	0.045	CSEO
p_yellow	11	10	1	0.580	0.586	0.263	0.861	1.016	0.154	-0.039	CSEO
p_yellow	11	10	2	0.483	0.479	0.194	0.803	1.023	0.161	0.025	CSEO
p_pelagic	11	11	1	0.434	0.439	0.168	0.705	1.195	0.141	-0.036	CSEO
p_pelagic	11	11	2	0.376	0.369	0.137	0.645	1.158	0.132	0.053	CSEO
p_yellow	11	11	1	0.578	0.583	0.273	0.860	1.019	0.157	-0.032	CSEO
p_yellow	11	11	2	0.488	0.483	0.189	0.809	1.032	0.164	0.030	CSEO
p_pelagic	11	12	1	0.438	0.439	0.164	0.708	1.179	0.141	-0.007	CSEO
p_pelagic	11	12	2	0.374	0.370	0.131	0.643	1.166	0.134	0.030	CSEO
p_yellow	11	12	1	0.576	0.580	0.267	0.863	1.017	0.157	-0.025	CSEO
p_yellow	11	12	2	0.480	0.473	0.194	0.805	1.020	0.164	0.043	CSEO
p_pelagic	11	13	1	0.436	0.435	0.173	0.706	1.159	0.138	0.007	CSEO
p_pelagic	11	13	2	0.374	0.370	0.138	0.642	1.129	0.131	0.031	CSEO
p_yellow	11	13	1	0.578	0.578	0.271	0.870	1.025	0.159	0.000	CSEO
p_yellow	11	13	2	0.485	0.478	0.191	0.803	1.019	0.164	0.043	CSEO
p_pelagic	11	14	1	0.439	0.439	0.174	0.696	1.176	0.138	0.000	CSEO
p_pelagic	11	14	2	0.379	0.379	0.133	0.647	1.150	0.133	0.000	CSEO
p_yellow	11	14	1	0.573	0.577	0.262	0.861	1.018	0.160	-0.025	CSEO
p_yellow	11	14	2	0.488	0.479	0.198	0.818	1.021	0.165	0.055	CSEO
p_pelagic	11	15	1	0.436	0.438	0.176	0.695	1.147	0.136	-0.015	CSEO
p_pelagic	11	15	2	0.375	0.372	0.132	0.653	1.135	0.134	0.022	CSEO
p_yellow	11	15	1	0.577	0.585	0.267	0.865	1.013	0.158	-0.051	CSEO
p_yellow	11	15	2	0.485	0.477	0.191	0.807	1.026	0.162	0.049	CSEO
p_pelagic	11	16	1	0.441	0.440	0.188	0.709	1.144	0.134	0.007	CSEO
p_pelagic	11	16	2	0.375	0.368	0.137	0.636	1.130	0.131	0.053	CSEO
p_yellow	11	16	1	0.581	0.588	0.272	0.867	1.014	0.157	-0.045	CSEO
p_yellow	11	16	2	0.484	0.476	0.199	0.817	1.023	0.166	0.048	CSEO
p_pelagic	11	17	1	0.449	0.450	0.185	0.715	1.138	0.137	-0.007	CSEO
p_pelagic	11	17	2	0.376	0.372	0.146	0.638	1.130	0.128	0.031	CSEO
p_yellow	11	17	1	0.580	0.582	0.267	0.864	1.015	0.161	-0.012	CSEO
p_yellow	11	17	2	0.484	0.476	0.194	0.808	1.026	0.166	0.048	CSEO
p_pelagic	11	18	1	0.447	0.448	0.191	0.707	1.121	0.134	-0.007	CSEO
p_pelagic	11	18	2	0.379	0.372	0.147	0.636	1.101	0.129	0.054	CSEO
p_yellow	11	18	1	0.575	0.583	0.257	0.856	1.016	0.159	-0.050	CSEO
p_yellow	11	18	2	0.481	0.471	0.188	0.805	1.025	0.165	0.061	CSEO
p_pelagic	11	19	1	0.450	0.452	0.197	0.706	1.089	0.133	-0.015	CSEO
p_pelagic	11	19	2	0.381	0.378	0.152	0.649	1.100	0.128	0.023	CSEO
p_yellow	11	19	1	0.575	0.577	0.263	0.868	1.020	0.159	-0.013	CSEO
p_yellow	11	19	2	0.486	0.483	0.192	0.810	1.025	0.164	0.018	CSEO
p_pelagic	11	2	1	0.434	0.437	0.153	0.703	1.202	0.142	-0.021	CSEO
p_pelagic	11	2	2	0.368	0.366	0.122	0.632	1.183	0.133	0.015	CSEO
p_yellow	11	2	1	0.577	0.581	0.268	0.869	1.021	0.158	-0.025	CSEO
p_yellow	11	2	2	0.482	0.473	0.194	0.798	1.028	0.161	0.056	CSEO
p_pelagic	11	20	1	0.452	0.453	0.213	0.698	1.072	0.128	-0.008	CSEO
p_pelagic	11	20	2	0.384	0.376	0.159	0.644	1.085	0.127	0.063	CSEO
p_yellow	11	20	1	0.577	0.579	0.270	0.863	1.019	0.157	-0.013	CSEO
p_yellow	11	20	2	0.483	0.482	0.186	0.805	1.025	0.166	0.006	CSEO
p_pelagic	11	21	1	0.453	0.451	0.212	0.712	1.053	0.130	0.015	CSEO
p_pelagic	11	21	2	0.387	0.381	0.164	0.647	1.070	0.126	0.048	CSEO
p_yellow	11	21	1	0.582	0.590	0.268	0.873	1.024	0.159	-0.050	CSEO
p_yellow	11	21	2	0.486	0.477	0.196	0.809	1.020	0.165	0.054	CSEO
p_pelagic	11	22	2	0.385	0.379	0.164	0.630	1.046	0.120	0.050	CSEO
p_yellow	11	22	1	0.574	0.579	0.262	0.856	1.019	0.159	-0.031	CSEO
p_yellow	11	22	2	0.486	0.482	0.194	0.801	1.015	0.163	0.025	CSEO
p_pelagic	11	23	2	0.429	0.424	0.207	0.675	1.024	0.122	0.041	CSEO
p_yellow	11	23	1	0.578	0.582	0.272	0.865	1.020	0.155	-0.026	CSEO
p_yellow	11	23	2	0.508	0.509	0.188	0.832	1.027	0.169	-0.006	CSEO
p_yellow	11	24	1	0.575	0.575	0.282	0.862	1.018	0.153	0.000	CSEO
p_yellow	11	24	2	0.504	0.503	0.197	0.821	1.024	0.167	0.006	CSEO
p_yellow	11	25	1	0.572	0.574	0.276	0.860	1.023	0.155	-0.013	CSEO
p_yellow	11	25	2	0.499	0.499	0.191	0.819	1.020	0.167	0.000	CSEO
p_yellow	11	26	1	0.587	0.586	0.290	0.865	1.016	0.148	0.007	CSEO
p_yellow	11	26	2	0.503	0.500	0.198	0.822	1.028	0.166	0.018	CSEO
p_yellow	11	27	1	0.593	0.597	0.302	0.859	1.017	0.148	-0.027	CSEO
p_yellow	11	27	2	0.506	0.504	0.201	0.824	1.025	0.164	0.012	CSEO
p_yellow	11	28	1	0.569	0.566	0.273	0.855	1.015	0.155	0.019	CSEO
p_yellow	11	28	2	0.503	0.505	0.192	0.811	1.028	0.164	-0.012	CSEO
p_yellow	11	29	1	0.571	0.571	0.291	0.849	1.016	0.149	0.000	CSEO
p_yellow	11	29	2	0.499	0.496	0.193	0.816	1.018	0.166	0.018	CSEO
p_pelagic	11	3	1	0.434	0.434	0.163	0.698	1.188	0.140	0.000	CSEO
p_pelagic	11	3	2	0.370	0.366	0.127	0.638	1.202	0.134	0.030	CSEO
p_yellow	11	3	1	0.578	0.585	0.269	0.864	1.015	0.159	-0.044	CSEO
p_yellow	11	3	2	0.482	0.477	0.180	0.808	1.023	0.168	0.030	CSEO
p_pelagic	11	4	1	0.434	0.435	0.163	0.703	1.207	0.141	-0.007	CSEO
p_pelagic	11	4	2	0.368	0.366	0.122	0.638	1.191	0.136	0.015	CSEO
p_yellow	11	4	1	0.576	0.581	0.271	0.863	1.022	0.161	-0.031	CSEO
p_yellow	11	4	2	0.483	0.471	0.194	0.809	1.026	0.165	0.073	CSEO
p_pelagic	11	5	1	0.435	0.436	0.157	0.707	1.213	0.141	-0.007	CSEO
p_pelagic	11	5	2	0.368	0.361	0.128	0.653	1.161	0.135	0.052	CSEO
p_yellow	11	5	1	0.579	0.587	0.260	0.863	1.017	0.161	-0.050	CSEO
p_yellow	11	5	2	0.485	0.474	0.193	0.808	1.024	0.163	0.068	CSEO
p_pelagic	11	6	1	0.434	0.435	0.166	0.691	1.183	0.139	-0.007	CSEO
p_pelagic	11	6	2	0.372	0.367	0.126	0.644	1.185	0.136	0.037	CSEO
p_yellow	11	6	1	0.577	0.585	0.270	0.857	1.020	0.160	-0.050	CSEO
p_yellow	11	6	2	0.484	0.479	0.190	0.810	1.023	0.164	0.030	CSEO
p_pelagic	11	7	1	0.438	0.439	0.161	0.710	1.177	0.142	-0.007	CSEO
p_pelagic	11	7	2	0.368	0.361	0.124	0.645	1.175	0.132	0.053	CSEO
p_yellow	11	7	1	0.576	0.577	0.261	0.861	1.024	0.158	-0.006	CSEO
p_yellow	11	7	2	0.487	0.478	0.199	0.814	1.023	0.164	0.055	CSEO
p_pelagic	11	8	1	0.434	0.437	0.155	0.706	1.139	0.141	-0.021	CSEO
p_pelagic	11	8	2	0.372	0.371	0.120	0.632	1.143	0.134	0.007	CSEO
p_yellow	11	8	1	0.578	0.584	0.265	0.863	1.027	0.159	-0.038	CSEO
p_yellow	11	8	2	0.486	0.483	0.184	0.813	1.030	0.165	0.018	CSEO
p_pelagic	11	9	1	0.437	0.438	0.166	0.712	1.178	0.142	-0.007	CSEO
p_pelagic	11	9	2	0.373	0.370	0.123	0.646	1.169	0.136	0.022	CSEO
p_yellow	11	9	1	0.577	0.578	0.265	0.864	1.023	0.157	-0.006	CSEO
p_yellow	11	9	2	0.489	0.484	0.192	0.827	1.025	0.168	0.030	CSEO
p_dsr	12	44	1	0.507	0.394	0.019	1.000	1.029	0.403	0.281	EWYKT
p_pelagic	13	1	1	0.444	0.442	0.210	0.695	1.032	0.128	0.016	NSEI
p_pelagic	13	1	2	0.210	0.195	0.075	0.410	1.028	0.088	0.170	NSEI
p_yellow	13	1	1	0.725	0.771	0.283	0.958	1.019	0.185	-0.248	NSEI
p_yellow	13	1	2	0.719	0.767	0.267	0.959	1.023	0.188	-0.255	NSEI
p_pelagic	13	10	1	0.449	0.446	0.214	0.706	1.040	0.129	0.023	NSEI
p_pelagic	13	10	2	0.217	0.204	0.081	0.437	1.037	0.093	0.140	NSEI
p_yellow	13	10	1	0.723	0.767	0.268	0.958	1.020	0.183	-0.240	NSEI
p_yellow	13	10	2	0.720	0.769	0.262	0.960	1.020	0.190	-0.258	NSEI
p_pelagic	13	11	1	0.450	0.442	0.217	0.712	1.040	0.131	0.061	NSEI
p_pelagic	13	11	2	0.215	0.200	0.076	0.439	1.038	0.092	0.163	NSEI
p_yellow	13	11	1	0.725	0.769	0.276	0.959	1.016	0.185	-0.237	NSEI
p_yellow	13	11	2	0.719	0.767	0.270	0.958	1.018	0.188	-0.255	NSEI
p_pelagic	13	12	1	0.453	0.450	0.216	0.699	1.041	0.128	0.023	NSEI
p_pelagic	13	12	2	0.215	0.200	0.075	0.429	1.035	0.093	0.162	NSEI
p_yellow	13	12	1	0.725	0.774	0.283	0.960	1.017	0.184	-0.267	NSEI
p_yellow	13	12	2	0.717	0.759	0.271	0.961	1.019	0.189	-0.222	NSEI
p_pelagic	13	13	1	0.449	0.443	0.220	0.714	1.026	0.129	0.047	NSEI
p_pelagic	13	13	2	0.218	0.203	0.079	0.435	1.047	0.092	0.162	NSEI
p_yellow	13	13	1	0.726	0.773	0.301	0.958	1.015	0.180	-0.261	NSEI
p_yellow	13	13	2	0.720	0.765	0.270	0.960	1.017	0.188	-0.240	NSEI
p_pelagic	13	14	1	0.449	0.445	0.213	0.713	1.024	0.130	0.031	NSEI
p_pelagic	13	14	2	0.216	0.204	0.079	0.412	1.024	0.088	0.136	NSEI
p_yellow	13	14	1	0.726	0.771	0.280	0.959	1.014	0.182	-0.247	NSEI
p_yellow	13	14	2	0.720	0.762	0.277	0.961	1.017	0.188	-0.224	NSEI
p_pelagic	13	15	1	0.452	0.448	0.216	0.713	1.029	0.130	0.031	NSEI
p_pelagic	13	15	2	0.218	0.204	0.082	0.422	1.031	0.090	0.155	NSEI
p_yellow	13	15	1	0.724	0.768	0.281	0.958	1.017	0.184	-0.239	NSEI
p_yellow	13	15	2	0.722	0.770	0.272	0.964	1.018	0.189	-0.254	NSEI
p_pelagic	13	16	1	0.455	0.453	0.217	0.706	1.031	0.127	0.016	NSEI
p_pelagic	13	16	2	0.219	0.206	0.082	0.437	1.038	0.091	0.143	NSEI
p_yellow	13	16	1	0.723	0.769	0.283	0.959	1.018	0.184	-0.250	NSEI
p_yellow	13	16	2	0.719	0.770	0.265	0.958	1.015	0.189	-0.270	NSEI
p_pelagic	13	17	1	0.458	0.454	0.217	0.715	1.019	0.128	0.031	NSEI
p_pelagic	13	17	2	0.218	0.205	0.083	0.434	1.032	0.091	0.143	NSEI
p_yellow	13	17	1	0.720	0.766	0.261	0.956	1.022	0.186	-0.248	NSEI
p_yellow	13	17	2	0.722	0.766	0.265	0.961	1.023	0.187	-0.236	NSEI
p_pelagic	13	18	1	0.461	0.460	0.228	0.715	1.030	0.126	0.008	NSEI
p_pelagic	13	18	2	0.223	0.208	0.083	0.448	1.014	0.095	0.158	NSEI
p_yellow	13	18	1	0.725	0.769	0.281	0.959	1.017	0.183	-0.240	NSEI
p_yellow	13	18	2	0.718	0.766	0.265	0.959	1.016	0.190	-0.253	NSEI
p_pelagic	13	19	1	0.458	0.454	0.227	0.706	1.017	0.126	0.032	NSEI
p_pelagic	13	19	2	0.222	0.210	0.083	0.433	1.019	0.091	0.132	NSEI
p_yellow	13	19	1	0.725	0.772	0.266	0.960	1.019	0.186	-0.253	NSEI
p_yellow	13	19	2	0.718	0.764	0.275	0.959	1.017	0.187	-0.246	NSEI
p_pelagic	13	2	1	0.447	0.442	0.211	0.697	1.046	0.130	0.039	NSEI
p_pelagic	13	2	2	0.213	0.198	0.072	0.429	1.048	0.094	0.160	NSEI
p_yellow	13	2	1	0.725	0.772	0.306	0.959	1.018	0.184	-0.255	NSEI
p_yellow	13	2	2	0.721	0.767	0.272	0.958	1.020	0.188	-0.245	NSEI
p_pelagic	13	20	1	0.464	0.461	0.230	0.711	1.012	0.127	0.024	NSEI
p_pelagic	13	20	2	0.229	0.214	0.085	0.444	1.029	0.095	0.158	NSEI
p_yellow	13	20	1	0.722	0.762	0.281	0.961	1.021	0.183	-0.218	NSEI
p_yellow	13	20	2	0.719	0.768	0.277	0.962	1.017	0.189	-0.259	NSEI
p_pelagic	13	21	1	0.471	0.471	0.232	0.718	1.017	0.127	0.000	NSEI
p_pelagic	13	21	2	0.225	0.214	0.084	0.434	1.026	0.089	0.123	NSEI
p_yellow	13	21	1	0.724	0.771	0.281	0.958	1.018	0.186	-0.252	NSEI
p_yellow	13	21	2	0.719	0.765	0.264	0.958	1.014	0.188	-0.245	NSEI
p_pelagic	13	22	2	0.232	0.220	0.086	0.445	1.016	0.094	0.128	NSEI
p_yellow	13	22	1	0.717	0.763	0.276	0.957	1.013	0.186	-0.248	NSEI
p_yellow	13	22	2	0.721	0.771	0.270	0.960	1.022	0.189	-0.265	NSEI
p_pelagic	13	23	2	0.130	0.121	0.047	0.263	1.015	0.057	0.159	NSEI
p_yellow	13	23	1	0.684	0.725	0.248	0.950	1.018	0.194	-0.212	NSEI
p_yellow	13	23	2	0.758	0.808	0.307	0.970	1.015	0.178	-0.280	NSEI
p_yellow	13	24	1	0.725	0.757	0.349	0.951	1.017	0.162	-0.198	NSEI
p_yellow	13	24	2	0.760	0.805	0.320	0.970	1.014	0.173	-0.260	NSEI
p_yellow	13	25	2	0.752	0.797	0.315	0.969	1.015	0.177	-0.254	NSEI
p_yellow	13	26	1	0.710	0.763	0.247	0.948	1.015	0.192	-0.277	NSEI
p_yellow	13	26	2	0.745	0.789	0.318	0.966	1.012	0.177	-0.248	NSEI
p_yellow	13	27	2	0.736	0.778	0.314	0.965	1.012	0.178	-0.236	NSEI
p_yellow	13	28	2	0.721	0.757	0.310	0.962	1.012	0.179	-0.202	NSEI
p_pelagic	13	3	1	0.447	0.448	0.209	0.700	1.041	0.129	-0.008	NSEI
p_pelagic	13	3	2	0.216	0.202	0.074	0.440	1.059	0.094	0.149	NSEI
p_yellow	13	3	1	0.725	0.772	0.262	0.958	1.027	0.187	-0.252	NSEI
p_yellow	13	3	2	0.721	0.770	0.269	0.958	1.020	0.187	-0.262	NSEI
p_pelagic	13	4	1	0.444	0.438	0.207	0.704	1.035	0.130	0.046	NSEI
p_pelagic	13	4	2	0.213	0.199	0.075	0.421	1.066	0.091	0.155	NSEI
p_yellow	13	4	1	0.725	0.769	0.289	0.961	1.018	0.182	-0.242	NSEI
p_yellow	13	4	2	0.723	0.769	0.275	0.960	1.017	0.187	-0.246	NSEI
p_pelagic	13	5	1	0.448	0.448	0.210	0.704	1.026	0.127	0.000	NSEI
p_pelagic	13	5	2	0.213	0.199	0.072	0.429	1.042	0.093	0.150	NSEI
p_yellow	13	5	1	0.726	0.771	0.288	0.958	1.017	0.182	-0.247	NSEI
p_yellow	13	5	2	0.723	0.772	0.268	0.961	1.019	0.188	-0.261	NSEI
p_pelagic	13	6	1	0.444	0.441	0.199	0.698	1.049	0.131	0.023	NSEI
p_pelagic	13	6	2	0.212	0.197	0.072	0.421	1.028	0.091	0.165	NSEI
p_yellow	13	6	1	0.726	0.772	0.286	0.953	1.025	0.183	-0.251	NSEI
p_yellow	13	6	2	0.720	0.762	0.267	0.960	1.016	0.189	-0.222	NSEI
p_pelagic	13	7	1	0.447	0.441	0.208	0.705	1.022	0.130	0.046	NSEI
p_pelagic	13	7	2	0.214	0.197	0.079	0.440	1.035	0.094	0.180	NSEI
p_yellow	13	7	1	0.728	0.773	0.278	0.958	1.017	0.182	-0.248	NSEI
p_yellow	13	7	2	0.722	0.769	0.267	0.959	1.021	0.188	-0.250	NSEI
p_pelagic	13	8	1	0.444	0.441	0.201	0.700	1.031	0.132	0.023	NSEI
p_pelagic	13	8	2	0.215	0.200	0.078	0.428	1.044	0.092	0.163	NSEI
p_yellow	13	8	1	0.725	0.773	0.271	0.960	1.019	0.189	-0.254	NSEI
p_yellow	13	8	2	0.720	0.770	0.268	0.962	1.020	0.190	-0.264	NSEI
p_pelagic	13	9	1	0.450	0.447	0.211	0.707	1.045	0.129	0.023	NSEI
p_pelagic	13	9	2	0.218	0.204	0.073	0.444	1.052	0.095	0.147	NSEI
p_yellow	13	9	1	0.726	0.776	0.284	0.954	1.016	0.184	-0.272	NSEI
p_yellow	13	9	2	0.723	0.767	0.285	0.960	1.021	0.183	-0.240	NSEI
p_yellow	14	1	1	0.674	0.688	0.324	0.957	1.069	0.177	-0.079	NSEO
p_yellow	14	1	2	0.709	0.731	0.346	0.966	1.072	0.168	-0.131	NSEO
p_yellow	14	10	1	0.681	0.697	0.319	0.955	1.072	0.175	-0.091	NSEO
p_yellow	14	10	2	0.709	0.726	0.369	0.966	1.085	0.167	-0.102	NSEO
p_yellow	14	11	1	0.675	0.689	0.310	0.959	1.079	0.179	-0.078	NSEO
p_yellow	14	11	2	0.711	0.728	0.360	0.966	1.062	0.168	-0.101	NSEO
p_black	14	11	1	0.919	0.947	0.678	0.992	1.010	0.084	-0.334	NSEO
p_yellow	14	12	1	0.680	0.692	0.324	0.954	1.070	0.172	-0.070	NSEO
p_yellow	14	12	2	0.704	0.723	0.340	0.966	1.067	0.172	-0.110	NSEO
p_yellow	14	13	1	0.673	0.683	0.313	0.954	1.069	0.178	-0.056	NSEO
p_yellow	14	13	2	0.712	0.730	0.357	0.968	1.069	0.169	-0.107	NSEO
p_yellow	14	14	1	0.676	0.693	0.322	0.957	1.070	0.175	-0.097	NSEO
p_yellow	14	14	2	0.707	0.724	0.360	0.963	1.071	0.168	-0.101	NSEO
p_yellow	14	15	1	0.675	0.684	0.323	0.958	1.067	0.175	-0.052	NSEO
p_yellow	14	15	2	0.711	0.731	0.341	0.963	1.064	0.169	-0.118	NSEO
p_yellow	14	16	1	0.677	0.690	0.319	0.956	1.066	0.178	-0.073	NSEO
p_yellow	14	16	2	0.708	0.729	0.334	0.963	1.062	0.171	-0.123	NSEO
p_yellow	14	17	1	0.676	0.685	0.324	0.957	1.072	0.176	-0.051	NSEO
p_yellow	14	17	2	0.709	0.722	0.347	0.963	1.068	0.168	-0.077	NSEO
p_yellow	14	18	1	0.675	0.688	0.331	0.957	1.071	0.175	-0.074	NSEO
p_yellow	14	18	2	0.709	0.728	0.355	0.965	1.072	0.168	-0.113	NSEO
p_yellow	14	19	1	0.677	0.689	0.318	0.955	1.064	0.176	-0.068	NSEO
p_yellow	14	19	2	0.709	0.724	0.350	0.964	1.071	0.169	-0.089	NSEO
p_yellow	14	2	1	0.678	0.693	0.307	0.958	1.062	0.176	-0.085	NSEO
p_yellow	14	2	2	0.713	0.734	0.346	0.963	1.072	0.168	-0.125	NSEO
p_yellow	14	20	1	0.675	0.684	0.319	0.953	1.081	0.174	-0.052	NSEO
p_yellow	14	20	2	0.710	0.730	0.342	0.966	1.066	0.170	-0.118	NSEO
p_yellow	14	21	1	0.677	0.690	0.312	0.958	1.066	0.176	-0.074	NSEO
p_yellow	14	21	2	0.709	0.727	0.356	0.964	1.069	0.166	-0.108	NSEO
p_yellow	14	22	1	0.677	0.691	0.316	0.953	1.064	0.175	-0.080	NSEO
p_yellow	14	22	2	0.706	0.721	0.343	0.964	1.088	0.170	-0.088	NSEO
p_yellow	14	23	1	0.687	0.704	0.329	0.959	1.036	0.170	-0.100	NSEO
p_yellow	14	23	2	0.706	0.724	0.347	0.963	1.062	0.172	-0.105	NSEO
p_yellow	14	24	1	0.685	0.697	0.336	0.958	1.060	0.170	-0.071	NSEO
p_yellow	14	24	2	0.709	0.724	0.353	0.964	1.054	0.168	-0.089	NSEO
p_yellow	14	25	1	0.679	0.690	0.332	0.953	1.065	0.171	-0.064	NSEO
p_yellow	14	25	2	0.708	0.726	0.339	0.963	1.068	0.171	-0.106	NSEO
p_yellow	14	26	1	0.690	0.709	0.303	0.959	1.068	0.181	-0.105	NSEO
p_yellow	14	26	2	0.708	0.726	0.350	0.965	1.057	0.168	-0.107	NSEO
p_yellow	14	27	1	0.787	0.803	0.505	0.962	1.046	0.118	-0.135	NSEO
p_yellow	14	27	2	0.711	0.727	0.346	0.962	1.067	0.166	-0.096	NSEO
p_yellow	14	28	1	0.682	0.697	0.344	0.948	1.072	0.163	-0.092	NSEO
p_yellow	14	28	2	0.705	0.726	0.348	0.960	1.060	0.167	-0.126	NSEO
p_yellow	14	29	1	0.694	0.711	0.335	0.952	1.062	0.170	-0.100	NSEO
p_yellow	14	29	2	0.695	0.714	0.332	0.952	1.045	0.165	-0.115	NSEO
p_pelagic	14	3	2	0.405	0.399	0.179	0.664	1.011	0.126	0.047	NSEO
p_yellow	14	3	1	0.676	0.685	0.322	0.952	1.078	0.175	-0.051	NSEO
p_yellow	14	3	2	0.707	0.723	0.353	0.965	1.061	0.169	-0.095	NSEO
p_yellow	14	30	2	0.646	0.648	0.504	0.779	1.015	0.070	-0.029	NSEO
p_yellow	14	4	1	0.677	0.687	0.321	0.954	1.076	0.175	-0.057	NSEO
p_yellow	14	4	2	0.708	0.722	0.350	0.967	1.067	0.168	-0.083	NSEO
p_pelagic	14	45	1	0.947	0.946	0.933	0.965	1.062	0.010	0.104	NSEO
p_dsr	14	45	1	0.290	0.208	0.003	0.872	1.059	0.266	0.308	NSEO
p_yellow	14	5	1	0.681	0.698	0.312	0.958	1.067	0.177	-0.096	NSEO
p_yellow	14	5	2	0.708	0.722	0.350	0.963	1.065	0.166	-0.084	NSEO
p_yellow	14	6	1	0.679	0.693	0.311	0.957	1.067	0.178	-0.079	NSEO
p_yellow	14	6	2	0.707	0.727	0.357	0.965	1.060	0.166	-0.120	NSEO
p_yellow	14	7	1	0.676	0.692	0.327	0.958	1.064	0.176	-0.091	NSEO
p_yellow	14	7	2	0.707	0.725	0.343	0.967	1.074	0.171	-0.105	NSEO
p_yellow	14	8	1	0.676	0.687	0.305	0.957	1.075	0.178	-0.062	NSEO
p_yellow	14	8	2	0.710	0.732	0.341	0.967	1.078	0.171	-0.129	NSEO
p_yellow	14	9	1	0.675	0.687	0.321	0.959	1.074	0.177	-0.068	NSEO
p_yellow	14	9	2	0.710	0.730	0.351	0.966	1.065	0.168	-0.119	NSEO
p_yellow	15	12	2	0.811	0.843	0.460	0.962	1.010	0.127	-0.252	SSEI
p_yellow	15	7	1	0.769	0.798	0.423	0.951	1.011	0.138	-0.211	SSEI
p_pelagic	16	1	1	0.434	0.432	0.187	0.709	1.054	0.136	0.015	SSEO
p_pelagic	16	1	2	0.416	0.407	0.173	0.686	1.052	0.132	0.068	SSEO
p_pelagic	16	10	1	0.436	0.435	0.184	0.701	1.047	0.133	0.008	SSEO
p_pelagic	16	10	2	0.412	0.407	0.177	0.671	1.049	0.129	0.039	SSEO
p_pelagic	16	11	1	0.441	0.439	0.194	0.702	1.051	0.133	0.015	SSEO
p_pelagic	16	11	2	0.416	0.413	0.178	0.675	1.043	0.130	0.023	SSEO
p_pelagic	16	12	1	0.439	0.437	0.196	0.705	1.052	0.133	0.015	SSEO
p_pelagic	16	12	2	0.418	0.412	0.181	0.696	1.050	0.135	0.044	SSEO
p_pelagic	16	13	1	0.434	0.428	0.201	0.692	1.033	0.132	0.045	SSEO
p_pelagic	16	13	2	0.415	0.409	0.180	0.685	1.044	0.132	0.045	SSEO
p_pelagic	16	14	1	0.440	0.435	0.201	0.708	1.039	0.131	0.038	SSEO
p_pelagic	16	14	2	0.417	0.411	0.177	0.680	1.036	0.130	0.046	SSEO
p_pelagic	16	15	1	0.442	0.439	0.203	0.698	1.039	0.130	0.023	SSEO
p_pelagic	16	15	2	0.418	0.412	0.181	0.687	1.042	0.132	0.045	SSEO
p_pelagic	16	16	1	0.440	0.436	0.195	0.703	1.049	0.132	0.030	SSEO
p_pelagic	16	16	2	0.420	0.413	0.181	0.677	1.044	0.133	0.053	SSEO
p_pelagic	16	17	1	0.444	0.440	0.207	0.704	1.041	0.131	0.031	SSEO
p_pelagic	16	17	2	0.420	0.416	0.184	0.672	1.042	0.129	0.031	SSEO
p_pelagic	16	18	1	0.444	0.440	0.203	0.703	1.020	0.131	0.030	SSEO
p_pelagic	16	18	2	0.421	0.414	0.184	0.681	1.041	0.130	0.054	SSEO
p_pelagic	16	19	1	0.446	0.442	0.210	0.700	1.025	0.130	0.031	SSEO
p_pelagic	16	19	2	0.425	0.416	0.189	0.692	1.040	0.131	0.069	SSEO
p_pelagic	16	2	1	0.436	0.432	0.186	0.694	1.079	0.133	0.030	SSEO
p_pelagic	16	2	2	0.415	0.411	0.176	0.686	1.065	0.133	0.030	SSEO
p_pelagic	16	20	1	0.447	0.441	0.218	0.704	1.023	0.129	0.047	SSEO
p_pelagic	16	20	2	0.424	0.419	0.190	0.685	1.023	0.130	0.038	SSEO
p_pelagic	16	21	1	0.450	0.447	0.209	0.708	1.022	0.128	0.023	SSEO
p_pelagic	16	21	2	0.425	0.419	0.195	0.684	1.019	0.128	0.047	SSEO
p_pelagic	16	22	2	0.432	0.424	0.198	0.690	1.027	0.130	0.062	SSEO
p_pelagic	16	23	2	0.325	0.314	0.132	0.574	1.015	0.114	0.096	SSEO
p_pelagic	16	3	1	0.435	0.432	0.194	0.686	1.035	0.129	0.023	SSEO
p_pelagic	16	3	2	0.415	0.408	0.167	0.682	1.054	0.135	0.052	SSEO
p_dsr	16	31	1	0.412	0.414	0.380	0.440	1.988	0.016	-0.125	SSEO
p_pelagic	16	4	1	0.436	0.432	0.194	0.693	1.048	0.132	0.030	SSEO
p_pelagic	16	4	2	0.417	0.415	0.175	0.682	1.062	0.132	0.015	SSEO
p_dsr	16	41	1	0.473	0.473	0.447	0.504	1.017	0.015	0.000	SSEO
p_slope	16	41	1	0.130	0.131	0.111	0.150	1.057	0.011	-0.090	SSEO
p_pelagic	16	42	1	0.833	0.833	0.827	0.840	1.113	0.003	0.000	SSEO
p_yellow	16	42	1	0.406	0.406	0.385	0.429	1.050	0.011	0.000	SSEO
p_dsr	16	42	1	0.451	0.442	0.406	0.510	3.562	0.031	0.295	SSEO
p_slope	16	42	1	0.167	0.180	0.110	0.211	4.772	0.032	-0.408	SSEO
p_pelagic	16	5	1	0.437	0.432	0.194	0.701	1.056	0.132	0.038	SSEO
p_pelagic	16	5	2	0.418	0.414	0.184	0.676	1.058	0.132	0.030	SSEO
p_pelagic	16	6	1	0.435	0.434	0.183	0.704	1.052	0.135	0.007	SSEO
p_pelagic	16	6	2	0.416	0.414	0.171	0.673	1.034	0.130	0.015	SSEO
p_pelagic	16	7	1	0.436	0.432	0.194	0.702	1.047	0.132	0.030	SSEO
p_pelagic	16	7	2	0.416	0.410	0.178	0.680	1.050	0.131	0.046	SSEO
p_pelagic	16	8	1	0.438	0.435	0.194	0.697	1.047	0.132	0.023	SSEO
p_pelagic	16	8	2	0.417	0.413	0.178	0.683	1.046	0.130	0.031	SSEO
p_pelagic	16	9	1	0.438	0.432	0.187	0.707	1.053	0.135	0.045	SSEO
p_pelagic	16	9	2	0.416	0.407	0.178	0.690	1.061	0.134	0.067	SSEO
p_pelagic	3	1	1	0.574	0.580	0.332	0.799	1.024	0.123	-0.049	PWSI
p_pelagic	3	1	2	0.205	0.194	0.073	0.409	1.024	0.085	0.129	PWSI
p_pelagic	3	10	1	0.574	0.578	0.327	0.797	1.012	0.124	-0.032	PWSI
p_pelagic	3	11	1	0.570	0.574	0.322	0.800	1.011	0.125	-0.032	PWSI
p_pelagic	3	11	2	0.206	0.194	0.074	0.404	1.012	0.087	0.138	PWSI
p_pelagic	3	12	1	0.573	0.580	0.312	0.798	1.015	0.126	-0.056	PWSI
p_pelagic	3	12	2	0.203	0.190	0.071	0.399	1.014	0.085	0.152	PWSI
p_pelagic	3	13	1	0.572	0.577	0.322	0.789	1.016	0.124	-0.040	PWSI
p_pelagic	3	14	1	0.573	0.579	0.313	0.800	1.014	0.126	-0.047	PWSI
p_pelagic	3	14	2	0.203	0.191	0.073	0.399	1.014	0.083	0.144	PWSI
p_pelagic	3	15	1	0.571	0.579	0.315	0.798	1.017	0.127	-0.063	PWSI
p_pelagic	3	15	2	0.205	0.193	0.077	0.396	1.017	0.083	0.145	PWSI
p_pelagic	3	16	1	0.574	0.576	0.321	0.796	1.010	0.123	-0.016	PWSI
p_pelagic	3	16	2	0.203	0.191	0.071	0.403	1.014	0.086	0.140	PWSI
p_pelagic	3	17	2	0.204	0.191	0.073	0.412	1.017	0.087	0.150	PWSI
p_pelagic	3	18	2	0.206	0.194	0.075	0.405	1.018	0.087	0.138	PWSI
p_pelagic	3	19	1	0.574	0.583	0.323	0.789	1.016	0.121	-0.074	PWSI
p_pelagic	3	19	2	0.204	0.191	0.075	0.411	1.011	0.086	0.151	PWSI
p_pelagic	3	2	1	0.571	0.575	0.319	0.796	1.015	0.125	-0.032	PWSI
p_pelagic	3	2	2	0.205	0.190	0.075	0.402	1.013	0.085	0.177	PWSI
p_pelagic	3	4	1	0.572	0.580	0.314	0.793	1.018	0.126	-0.063	PWSI
p_pelagic	3	5	1	0.575	0.581	0.333	0.802	1.016	0.124	-0.049	PWSI
p_pelagic	3	5	2	0.204	0.193	0.075	0.396	1.016	0.084	0.132	PWSI
p_pelagic	3	6	2	0.203	0.190	0.073	0.400	1.012	0.085	0.153	PWSI
p_pelagic	3	7	2	0.205	0.189	0.078	0.404	1.011	0.086	0.185	PWSI
p_pelagic	3	8	1	0.575	0.578	0.328	0.799	1.016	0.124	-0.024	PWSI
p_pelagic	3	8	2	0.203	0.190	0.071	0.405	1.014	0.086	0.151	PWSI
p_pelagic	3	9	1	0.574	0.584	0.322	0.796	1.018	0.124	-0.081	PWSI
p_pelagic	3	9	2	0.205	0.192	0.078	0.403	1.017	0.086	0.151	PWSI
p_pelagic	4	1	1	0.582	0.587	0.330	0.813	1.029	0.126	-0.040	PWSO
p_pelagic	4	1	2	0.580	0.588	0.325	0.810	1.019	0.127	-0.063	PWSO
p_yellow	4	1	2	0.877	0.894	0.682	0.975	1.010	0.076	-0.223	PWSO
p_pelagic	4	10	1	0.585	0.591	0.337	0.804	1.053	0.124	-0.048	PWSO
p_pelagic	4	10	2	0.577	0.581	0.323	0.805	1.025	0.128	-0.031	PWSO
p_pelagic	4	11	1	0.585	0.592	0.330	0.809	1.028	0.127	-0.055	PWSO
p_pelagic	4	11	2	0.577	0.585	0.317	0.805	1.049	0.130	-0.062	PWSO
p_pelagic	4	12	1	0.583	0.590	0.323	0.811	1.035	0.129	-0.054	PWSO
p_pelagic	4	12	2	0.579	0.582	0.321	0.813	1.033	0.128	-0.023	PWSO
p_yellow	4	12	1	0.882	0.898	0.699	0.974	1.012	0.072	-0.221	PWSO
p_pelagic	4	13	1	0.583	0.588	0.326	0.808	1.028	0.125	-0.040	PWSO
p_pelagic	4	13	2	0.578	0.584	0.328	0.805	1.030	0.125	-0.048	PWSO
p_pelagic	4	14	1	0.584	0.591	0.326	0.800	1.029	0.125	-0.056	PWSO
p_pelagic	4	14	2	0.579	0.585	0.324	0.800	1.041	0.125	-0.048	PWSO
p_pelagic	4	15	1	0.584	0.589	0.326	0.811	1.032	0.126	-0.040	PWSO
p_pelagic	4	15	2	0.580	0.583	0.317	0.813	1.029	0.128	-0.023	PWSO
p_pelagic	4	16	1	0.584	0.590	0.328	0.806	1.030	0.126	-0.048	PWSO
p_pelagic	4	16	2	0.576	0.584	0.318	0.802	1.038	0.128	-0.062	PWSO
p_pelagic	4	17	1	0.583	0.588	0.324	0.809	1.031	0.126	-0.040	PWSO
p_pelagic	4	17	2	0.578	0.584	0.323	0.806	1.046	0.129	-0.047	PWSO
p_pelagic	4	18	1	0.587	0.596	0.333	0.814	1.033	0.124	-0.073	PWSO
p_pelagic	4	18	2	0.576	0.582	0.310	0.803	1.040	0.128	-0.047	PWSO
p_pelagic	4	19	1	0.581	0.586	0.319	0.806	1.042	0.127	-0.039	PWSO
p_pelagic	4	19	2	0.578	0.580	0.317	0.809	1.042	0.128	-0.016	PWSO
p_pelagic	4	2	1	0.581	0.587	0.330	0.804	1.036	0.124	-0.048	PWSO
p_pelagic	4	2	2	0.579	0.582	0.324	0.813	1.042	0.128	-0.023	PWSO
p_pelagic	4	20	2	0.490	0.493	0.266	0.712	1.027	0.116	-0.026	PWSO
p_pelagic	4	21	2	0.418	0.415	0.252	0.590	1.013	0.086	0.035	PWSO
p_pelagic	4	22	2	0.477	0.475	0.304	0.661	1.025	0.094	0.021	PWSO
p_pelagic	4	23	2	0.492	0.491	0.353	0.640	1.015	0.073	0.014	PWSO
p_pelagic	4	3	1	0.586	0.590	0.333	0.805	1.035	0.125	-0.032	PWSO
p_pelagic	4	3	2	0.579	0.585	0.319	0.808	1.038	0.124	-0.048	PWSO
p_yellow	4	3	1	0.886	0.901	0.709	0.976	1.017	0.071	-0.211	PWSO
p_pelagic	4	4	1	0.586	0.594	0.321	0.812	1.022	0.129	-0.062	PWSO
p_pelagic	4	4	2	0.579	0.585	0.327	0.811	1.031	0.127	-0.047	PWSO
p_pelagic	4	5	1	0.586	0.591	0.336	0.809	1.035	0.125	-0.040	PWSO
p_pelagic	4	5	2	0.582	0.583	0.321	0.808	1.032	0.127	-0.008	PWSO
p_pelagic	4	6	1	0.584	0.587	0.326	0.810	1.030	0.125	-0.024	PWSO
p_pelagic	4	6	2	0.578	0.584	0.313	0.801	1.025	0.128	-0.047	PWSO
p_yellow	4	6	1	0.885	0.902	0.707	0.975	1.010	0.070	-0.244	PWSO
p_pelagic	4	7	1	0.582	0.585	0.334	0.810	1.031	0.125	-0.024	PWSO
p_pelagic	4	7	2	0.575	0.579	0.320	0.802	1.056	0.128	-0.031	PWSO
p_pelagic	4	8	1	0.582	0.584	0.330	0.810	1.040	0.126	-0.016	PWSO
p_pelagic	4	8	2	0.575	0.584	0.320	0.801	1.031	0.127	-0.071	PWSO
p_pelagic	4	9	1	0.584	0.590	0.335	0.814	1.032	0.127	-0.047	PWSO
p_pelagic	4	9	2	0.574	0.578	0.329	0.802	1.057	0.127	-0.032	PWSO
p_black	8	40	1	0.522	0.423	0.341	0.968	1.044	0.219	0.452	afognak
p_black	8	48	1	0.540	0.494	0.413	0.966	1.129	0.149	0.308	afognak

Table Xb. True parameters with an Rhat in excess of 1.1

variable	area_n	year/species	mean	median	lower	upper	Rhat	sd	skew	year	area
tau_beta0_pH	1	1	4.862	2.447	0.092	24.153	1.135	7.607	0.317		CI
mu_beta1_pH	1	1	2.952	2.289	1.245	9.956	1.288	1.994	0.332		CI
tau_beta2_pH	1	1	3.407	0.136	0.042	38.419	1.126	10.945	0.299		CI
beta0_pH	10	3	-1.182	-0.604	-7.256	0.733	1.535	1.931	-0.299		northeast
beta1_pH	10	3	7.780	6.522	3.035	20.469	1.501	4.269	0.295		northeast
beta2_pH	10	1	0.653	0.442	0.162	2.834	1.309	0.689	0.306		northeast
beta2_pH	10	3	0.335	0.233	0.056	1.307	1.120	0.504	0.202		northeast
beta0_pH	11	1	0.402	0.541	-0.775	0.934	1.641	0.437	-0.318		CSEO
beta0_pH	11	4	1.122	1.072	0.299	2.250	1.377	0.493	0.101		CSEO
beta1_pH	11	1	3.010	2.778	2.224	4.345	2.616	0.631	0.368		CSEO
beta1_pH	11	4	1.632	1.676	0.219	2.676	1.270	0.613	-0.072		CSEO
beta2_pH	11	1	0.701	0.539	0.204	2.580	1.413	0.601	0.270		CSEO
beta3_pH	11	1	32.444	32.502	29.381	36.058	1.126	1.661	-0.035		CSEO
beta3_pH	11	4	40.543	40.485	38.317	42.744	1.103	1.146	0.051		CSEO
beta0_pelagic	11		-0.296	-0.186	-1.441	0.123	1.959	0.375	-0.293		CSEO
beta1_pelagic	11		1.366	1.184	0.785	2.691	1.971	0.547	0.332		CSEO
beta2_pelagic	11		1.567	1.063	0.151	5.906	1.183	1.534	0.329		CSEO
beta3_pelagic	11		29.641	29.582	25.691	33.232	1.280	1.789	0.033		CSEO
beta2_yellow	11		-5.660	-3.305	-19.733	-0.419	1.327	5.425	-0.434		CSEO
beta0_pH	12	1	0.438	0.459	-0.096	0.875	1.113	0.245	-0.086		EWYKT
beta1_pH	12	1	3.175	3.145	2.526	3.949	1.123	0.357	0.084		EWYKT
beta2_pH	12	1	1.285	1.046	0.535	3.520	1.148	0.728	0.328		EWYKT
beta0_pH	13	1	-1.016	-0.964	-1.573	-0.631	1.300	0.250	-0.208		NSEI
beta0_pH	13	4	0.931	0.970	-0.096	1.752	1.266	0.470	-0.083		NSEI
beta1_pH	13	1	3.972	3.907	3.411	4.819	1.251	0.363	0.179		NSEI
beta1_pH	13	4	1.097	1.081	0.162	2.201	1.258	0.508	0.031		NSEI
beta2_pH	13	1	0.730	0.690	0.393	1.303	1.186	0.264	0.152		NSEI
beta3_pH	13	4	41.420	41.607	38.769	42.918	1.107	1.058	-0.177		NSEI
beta0_pelagic	13		-0.245	-0.241	-0.779	0.187	1.355	0.235	-0.017		NSEI
beta1_pelagic	13		2.139	2.118	1.057	3.281	1.291	0.650	0.032		NSEI
beta2_pelagic	13		0.342	0.222	0.110	1.401	1.353	0.494	0.243		NSEI
beta0_yellow	13		-1.400	-1.368	-1.846	-1.111	1.125	0.213	-0.150		NSEI
beta0_pH	14	4	0.775	0.799	-0.142	1.614	1.430	0.459	-0.052		NSEO
beta1_pH	14	1	2.947	2.928	2.362	3.606	1.136	0.321	0.059		NSEO
beta1_pH	14	4	1.491	1.474	0.455	2.621	1.467	0.564	0.030		NSEO
beta2_pH	14	1	0.989	0.830	0.393	2.841	1.134	0.566	0.281		NSEO
beta1_pelagic	14		1.766	1.688	1.157	3.068	1.133	0.418	0.187		NSEO
beta3_pelagic	14		34.056	33.699	31.430	39.225	1.114	1.895	0.188		NSEO
beta1_yellow	14		1.191	1.004	0.029	3.110	1.153	0.835	0.224		NSEO
beta3_yellow	14		32.306	31.580	30.022	37.866	1.122	2.290	0.317		NSEO
beta0_pH	15	1	-0.105	-0.053	-0.891	0.341	1.238	0.318	-0.164		SSEI
beta0_pH	15	4	0.825	0.756	0.084	1.765	1.896	0.449	0.154		SSEI
beta1_pH	15	1	2.600	2.531	1.936	3.656	1.264	0.429	0.161		SSEI
beta1_pH	15	4	1.265	1.339	0.062	2.217	2.066	0.559	-0.132		SSEI
beta2_pH	15	1	0.898	0.770	0.278	2.376	1.158	0.534	0.240		SSEI
beta0_pH	16	4	1.148	1.093	-0.092	2.643	1.263	0.674	0.082		SSEO
beta1_pH	16	1	4.338	4.326	3.591	5.076	1.105	0.357	0.034		SSEO
beta1_pH	16	4	3.496	3.550	1.809	4.872	1.266	0.767	-0.070		SSEO
beta0_pelagic	16		-0.279	-0.218	-0.938	0.118	1.343	0.274	-0.222		SSEO
beta1_pelagic	16		1.315	1.231	0.693	2.308	1.531	0.430	0.195		SSEO
beta2_pelagic	16		1.048	0.534	0.148	4.798	1.133	1.247	0.412		SSEO
beta3_pelagic	16		31.862	31.755	27.377	36.252	1.130	2.243	0.048		SSEO
tau_beta1_pH	2	3	6.037	1.446	0.053	48.528	1.101	13.049	0.352		NG
mu_beta2_pH	2	1	0.774	0.400	0.033	4.251	1.130	1.189	0.314		NG
tau_beta2_pH	2	3	0.405	0.155	0.044	2.033	1.191	1.720	0.145		NG
beta0_pH	2	1	1.146	1.154	0.760	1.464	1.103	0.164	-0.049		NG
beta1_pH	2	1	1.965	1.955	1.527	2.534	1.171	0.240	0.042		NG
beta2_pH	2	1	1.557	1.244	0.310	3.845	1.119	1.043	0.300		NG
mu_beta0_pH	3	4	0.990	0.970	0.124	1.943	1.293	0.461	0.043		PWSI
mu_beta1_pH	3	4	1.806	1.779	0.359	3.570	1.141	0.847	0.032		PWSI
tau_beta1_pH	3	4	3.387	2.123	0.117	14.400	1.132	4.810	0.263		PWSI
mu_beta2_pH	3	1	1.016	0.723	0.048	5.215	1.190	1.393	0.210		PWSI
tau_beta2_pH	3	1	10.330	2.696	0.046	69.369	1.144	17.830	0.428		PWSI
beta0_pH	3	1	1.127	1.290	-0.315	1.737	1.846	0.523	-0.312		PWSI
beta1_pH	3	1	2.220	1.983	1.181	4.630	1.985	0.827	0.286		PWSI
beta2_pH	3	1	0.899	0.706	0.120	2.383	1.527	0.687	0.281		PWSI
beta3_pH	3	1	32.490	32.740	25.944	37.490	1.207	2.363	-0.106		PWSI
beta0_pelagic	3		0.315	0.331	-0.061	0.558	1.285	0.154	-0.104		PWSI
beta3_pelagic	3		28.813	29.793	23.675	32.017	1.303	2.409	-0.407		PWSI
beta3_pH	4	1	31.503	31.354	28.879	34.814	1.150	1.496	0.100		PWSO
beta0_pelagic	4		0.359	0.351	-0.049	0.776	1.411	0.203	0.039		PWSO
beta1_pelagic	4		0.674	0.684	0.190	1.126	1.378	0.234	-0.043		PWSO
beta3_pelagic	4		26.519	26.407	23.466	31.307	1.193	1.628	0.069		PWSO
beta0_yellow	4		0.833	1.004	-0.641	1.205	1.334	0.457	-0.374		PWSO
beta1_yellow	4		1.403	1.198	0.589	3.501	1.233	0.720	0.285		PWSO
beta4_pH	5	1	0.850	0.612	0.125	2.741	1.186	1.542	0.154		BSAI
beta0_pH	6	1	-0.627	-0.551	-1.872	0.070	1.209	0.501	-0.152		SOKO2SAP
beta2_pH	6	1	0.681	0.279	0.101	4.869	1.103	1.114	0.361		SOKO2SAP
beta3_pH	6	1	34.652	33.937	26.437	42.474	1.126	4.469	0.160		SOKO2SAP
beta4_pH	6	2	0.983	0.760	0.189	2.985	1.123	1.143	0.195		SOKO2SAP
beta0_pH	8	1	-0.449	-0.392	-1.155	0.009	1.166	0.320	-0.178		afognak
beta1_pH	8	1	2.739	2.701	1.004	4.519	1.121	0.925	0.041		afognak
beta2_pH	8	1	0.538	0.301	0.138	3.144	1.102	0.785	0.302		afognak
beta0_pH	9	1	-0.542	-0.496	-1.555	0.133	1.176	0.399	-0.115		eastside
beta0_pH	9	3	-3.916	-3.148	-11.773	-0.936	1.553	2.645	-0.290		eastside
beta1_pH	9	3	11.515	9.741	4.795	28.659	1.539	5.988	0.296		eastside
beta2_pH	9	1	0.657	0.379	0.119	3.755	1.233	0.869	0.320		eastside
beta2_pH	9	3	0.154	0.137	0.045	0.338	1.136	0.110	0.154		eastside
beta3_pH	9	1	32.417	30.837	26.795	41.892	1.241	4.458	0.354		eastside
lambda_H	15		0.022	0.015	0.003	0.073	1.164	0.038	0.186		SSEI
pG	6	32	0.266	0.246	0.104	0.540	1.124	0.113	0.178		SOKO2SAP

Table Xc. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.01.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.01	1,780.00	293.00	2,403.00	481.00
Prop. of total	0.86	0.14	0.83	0.17
Prop. median less than 1	0.13	0.15	0.17	0.35
Prop. median less than 10	0.22	0.35	0.31	0.58
Prop. median less than 50	0.32	0.50	0.44	0.70
Median of the median values	390.65	51.91	89.96	4.48
Mean of the median values	1,836.95	615.00	841.39	266.29
Mean skew of posteriors	0.19	0.26	0.25	0.24

Table Xd. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.1.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.1	56.00	13.00	229.00	78.00
Prop. of total	0.81	0.19	0.75	0.25
Prop. median less than 1	0.04	0.46	0.34	0.53
Prop. median less than 10	0.09	1.00	0.52	0.79
Prop. median less than 50	0.09	1.00	0.56	0.87
Median of the median values	2,409.00	1.15	7.58	0.95
Mean of the median values	2,522.25	2.41	305.86	23.10
Mean skew of posteriors	0.13	0.19	0.20	0.17

Table Xe. All parameters and derived quantities that are not converged relative to an Rhat of 1.1.

variable	Freq
beta0_pelagic	5
beta0_pH	15
beta0_yellow	2
beta1_pelagic	5
beta1_pH	15
beta1_yellow	2
beta2_pelagic	3
beta2_pH	11
beta2_yellow	1
beta3_pelagic	5
beta3_pH	5
beta3_yellow	1
beta4_pH	2
H_ay	2
H_ayg	1
H_ayu	2
Hb_ay	15
Hb_ayg	11
Hd_ay	1
Hd_ayg	2
Hd_ayu	2
Ho_ay	6
Ho_ayg	1
Ho_ayu	7
Hp_ay	18
Hp_ayg	14
Hp_ayu	1
Hs_ay	3
Hs_ayg	2
Hs_ayu	20
Hy_ay	22
Hy_ayg	16
Hy_ayu	4
lambda_H	1
mu_beta0_pH	1
mu_beta1_pH	2
mu_beta2_pH	2
p_black	1
p_dsr	3
p_pelagic	36
p_slope	26
pG	1
pH	70
R_ay	34
R_ayg	58
R_ayu	15
Rb_ay	17
Rb_ayg	36
Rb_ayu	1
Rd_ay	27
Rd_ayg	33
Rd_ayu	32
re_black	1
re_dsr	3
re_pelagic	81
re_pH	138
re_slope	2
Ro_ay	85
Ro_ayg	69
Ro_ayu	77
Rp_ay	15
Rp_ayg	35
Rp_ayu	1
Rs_ay	12
Rs_ayg	22
Rs_ayu	45
Ry_ay	21
Ry_ayg	11
Ry_ayu	35
sd_pH	1
tau_beta0_pH	1
tau_beta1_pH	1
tau_beta2_pH	3
tau_pH	1

Parameter estimates:

Summary Table of Parameter Estimates

Parameter	mean	sd	Lower_CI	Median	Upper_CI
mu_bc_H[1]	-0.132	0.075	-0.261	-0.140	0.039
mu_bc_H[2]	-0.115	0.036	-0.181	-0.117	-0.041
mu_bc_H[3]	-0.419	0.071	-0.551	-0.421	-0.272
mu_bc_H[4]	-1.157	0.229	-1.640	-1.144	-0.753
mu_bc_H[5]	1.358	1.302	-0.014	1.056	4.832
mu_bc_H[6]	-2.372	0.340	-3.009	-2.385	-1.710
mu_bc_H[7]	-0.484	0.108	-0.713	-0.482	-0.274
mu_bc_H[8]	0.249	0.374	-0.358	0.208	1.097
mu_bc_H[9]	-0.343	0.147	-0.639	-0.342	-0.058
mu_bc_H[10]	-0.114	0.060	-0.230	-0.114	0.002
mu_bc_H[11]	-0.112	0.038	-0.186	-0.111	-0.038
mu_bc_H[12]	-0.244	0.107	-0.478	-0.236	-0.049
mu_bc_H[13]	-0.181	0.075	-0.330	-0.179	-0.035
mu_bc_H[14]	-0.343	0.104	-0.566	-0.340	-0.148
mu_bc_H[15]	-0.335	0.049	-0.429	-0.337	-0.238
mu_bc_H[16]	-0.281	0.366	-0.957	-0.293	0.497
mu_bc_R[1]	1.629	0.182	1.285	1.630	1.986
mu_bc_R[2]	1.613	0.092	1.425	1.613	1.795
mu_bc_R[3]	1.366	0.150	1.074	1.367	1.657
mu_bc_R[4]	1.099	0.187	0.717	1.099	1.468
mu_bc_R[5]	1.500	0.806	-0.178	1.493	3.033
mu_bc_R[6]	-2.052	0.708	-3.521	-2.038	-0.733
mu_bc_R[7]	0.300	0.203	-0.097	0.298	0.691
mu_bc_R[8]	0.515	0.236	0.067	0.512	0.998
mu_bc_R[9]	0.625	0.270	0.079	0.628	1.148
mu_bc_R[10]	1.568	0.161	1.252	1.567	1.889
mu_bc_R[11]	0.986	0.132	0.737	0.984	1.248
mu_bc_R[12]	0.964	0.275	0.430	0.966	1.514
mu_bc_R[13]	1.135	0.167	0.809	1.135	1.466
mu_bc_R[14]	1.177	0.217	0.753	1.179	1.599
mu_bc_R[15]	0.693	0.187	0.331	0.693	1.062
mu_bc_R[16]	1.135	0.167	0.806	1.137	1.463
tau_pH[1]	2.261	0.172	1.951	2.256	2.617
tau_pH[2]	1.146	0.103	0.957	1.140	1.359
tau_pH[3]	1.198	0.111	0.994	1.196	1.430
tau_pH[4]	0.584	0.120	0.406	0.560	0.885
tau_pH[5]	0.499	0.086	0.342	0.495	0.685
beta0_pH[1,1]	0.519	0.173	0.161	0.518	0.823
beta0_pH[2,1]	1.146	0.164	0.760	1.154	1.464
beta0_pH[3,1]	1.127	0.523	-0.315	1.290	1.737
beta0_pH[4,1]	1.315	0.261	0.768	1.333	1.840
beta0_pH[5,1]	-1.200	0.688	-3.230	-1.027	-0.320
beta0_pH[6,1]	-0.627	0.501	-1.872	-0.551	0.070
beta0_pH[7,1]	0.760	0.011	0.739	0.760	0.780
beta0_pH[8,1]	-0.449	0.320	-1.155	-0.392	0.009
beta0_pH[9,1]	-0.542	0.399	-1.555	-0.496	0.133
beta0_pH[10,1]	-0.196	0.417	-1.282	-0.146	0.381
beta0_pH[11,1]	0.402	0.437	-0.775	0.541	0.934
beta0_pH[12,1]	0.438	0.245	-0.096	0.459	0.875
beta0_pH[13,1]	-1.016	0.250	-1.573	-0.964	-0.631
beta0_pH[14,1]	-0.036	0.180	-0.425	-0.029	0.311
beta0_pH[15,1]	-0.105	0.318	-0.891	-0.053	0.341
beta0_pH[16,1]	-1.101	0.259	-1.666	-1.096	-0.559
beta0_pH[1,2]	2.589	0.087	2.428	2.587	2.761
beta0_pH[2,2]	3.080	0.021	3.039	3.080	3.121
beta0_pH[3,2]	3.631	0.040	3.551	3.632	3.710
beta0_pH[4,2]	2.935	0.019	2.899	2.936	2.973
beta0_pH[5,2]	4.782	1.615	2.835	4.441	8.967
beta0_pH[6,2]	3.378	0.163	3.075	3.372	3.710
beta0_pH[7,2]	2.037	0.050	1.940	2.035	2.140
beta0_pH[8,2]	2.836	0.066	2.709	2.835	2.970
beta0_pH[9,2]	4.052	0.220	3.645	4.045	4.487
beta0_pH[10,2]	4.056	0.140	3.799	4.050	4.343
beta0_pH[11,2]	1.885	0.009	1.867	1.885	1.903
beta0_pH[12,2]	1.822	0.073	1.687	1.820	1.971
beta0_pH[13,2]	2.493	0.026	2.442	2.492	2.544
beta0_pH[14,2]	1.805	0.023	1.760	1.805	1.852
beta0_pH[15,2]	2.541	0.017	2.508	2.540	2.574
beta0_pH[16,2]	2.757	0.025	2.709	2.757	2.806
beta0_pH[1,3]	1.060	0.361	0.242	1.105	1.704
beta0_pH[2,3]	2.128	0.017	2.092	2.128	2.162
beta0_pH[3,3]	2.693	0.024	2.647	2.692	2.741
beta0_pH[4,3]	2.980	0.034	2.913	2.980	3.049
beta0_pH[5,3]	4.250	3.134	1.010	3.299	12.831
beta0_pH[6,3]	1.393	0.381	0.744	1.359	2.243
beta0_pH[7,3]	0.864	0.049	0.766	0.863	0.959
beta0_pH[8,3]	0.263	0.195	-0.156	0.277	0.620
beta0_pH[9,3]	-3.916	2.645	-11.773	-3.148	-0.936
beta0_pH[10,3]	-1.182	1.931	-7.256	-0.604	0.733
beta0_pH[11,3]	1.102	0.615	-0.286	1.132	2.187
beta0_pH[12,3]	0.809	0.688	-0.684	0.834	2.129
beta0_pH[13,3]	1.040	0.573	-0.267	1.073	2.091
beta0_pH[14,3]	0.540	0.460	-0.543	0.572	1.319
beta0_pH[15,3]	0.760	0.472	-0.256	0.760	1.676
beta0_pH[16,3]	1.022	0.611	-0.238	1.010	2.260
beta0_pH[11,4]	1.122	0.493	0.299	1.072	2.250
beta0_pH[12,4]	1.173	0.684	-0.100	1.122	2.583
beta0_pH[13,4]	0.931	0.470	-0.096	0.970	1.752
beta0_pH[14,4]	0.775	0.459	-0.142	0.799	1.614
beta0_pH[15,4]	0.825	0.449	0.084	0.756	1.765
beta0_pH[16,4]	1.148	0.674	-0.092	1.093	2.643
beta0_pH[11,5]	2.944	0.141	2.676	2.942	3.232
beta0_pH[12,5]	-1.074	0.517	-2.076	-1.081	-0.054
beta0_pH[13,5]	4.796	0.406	4.047	4.774	5.657
beta0_pH[14,5]	3.863	0.355	3.211	3.853	4.608
beta0_pH[15,5]	2.324	0.127	2.090	2.319	2.581
beta0_pH[16,5]	0.236	0.087	0.094	0.227	0.430
beta1_pH[1,1]	2.590	0.384	1.911	2.562	3.378
beta1_pH[2,1]	1.965	0.240	1.527	1.955	2.534
beta1_pH[3,1]	2.220	0.827	1.181	1.983	4.630
beta1_pH[4,1]	2.165	0.405	1.405	2.126	3.030
beta1_pH[5,1]	2.812	0.813	1.708	2.634	5.231
beta1_pH[6,1]	2.742	1.117	1.206	2.539	5.432
beta1_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,1]	2.739	0.925	1.004	2.701	4.519
beta1_pH[9,1]	2.528	0.843	1.386	2.353	4.687
beta1_pH[10,1]	2.883	0.666	1.905	2.759	4.722
beta1_pH[11,1]	3.010	0.631	2.224	2.778	4.345
beta1_pH[12,1]	3.175	0.357	2.526	3.145	3.949
beta1_pH[13,1]	3.972	0.363	3.411	3.907	4.819
beta1_pH[14,1]	2.947	0.321	2.362	2.928	3.606
beta1_pH[15,1]	2.600	0.429	1.936	2.531	3.656
beta1_pH[16,1]	4.338	0.357	3.591	4.326	5.076
beta1_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[1,3]	1.580	0.822	0.026	1.575	3.249
beta1_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,3]	4.019	1.757	0.574	3.909	7.787
beta1_pH[9,3]	11.515	5.988	4.795	9.741	28.659
beta1_pH[10,3]	7.780	4.269	3.035	6.522	20.469
beta1_pH[11,3]	2.169	0.665	0.904	2.166	3.523
beta1_pH[12,3]	3.433	0.722	2.073	3.395	4.989
beta1_pH[13,3]	1.933	0.602	0.768	1.922	3.191
beta1_pH[14,3]	2.246	0.515	1.337	2.209	3.394
beta1_pH[15,3]	2.055	0.557	0.938	2.066	3.199
beta1_pH[16,3]	3.884	0.658	2.515	3.898	5.199
beta1_pH[11,4]	1.632	0.613	0.219	1.676	2.676
beta1_pH[12,4]	2.935	0.727	1.350	2.982	4.316
beta1_pH[13,4]	1.097	0.508	0.162	1.081	2.201
beta1_pH[14,4]	1.491	0.564	0.455	1.474	2.621
beta1_pH[15,4]	1.265	0.559	0.062	1.339	2.217
beta1_pH[16,4]	3.496	0.767	1.809	3.550	4.872
beta1_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,1]	1.195	0.904	0.356	0.833	3.764
beta2_pH[2,1]	1.557	1.043	0.310	1.244	3.845
beta2_pH[3,1]	0.899	0.687	0.120	0.706	2.383
beta2_pH[4,1]	0.916	0.595	0.257	0.708	2.363
beta2_pH[5,1]	1.721	1.535	0.212	1.209	6.227
beta2_pH[6,1]	0.681	1.114	0.101	0.279	4.869
beta2_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,1]	0.538	0.785	0.138	0.301	3.144
beta2_pH[9,1]	0.657	0.869	0.119	0.379	3.755
beta2_pH[10,1]	0.653	0.689	0.162	0.442	2.834
beta2_pH[11,1]	0.701	0.601	0.204	0.539	2.580
beta2_pH[12,1]	1.285	0.728	0.535	1.046	3.520
beta2_pH[13,1]	0.730	0.264	0.393	0.690	1.303
beta2_pH[14,1]	0.989	0.566	0.393	0.830	2.841
beta2_pH[15,1]	0.898	0.534	0.278	0.770	2.376
beta2_pH[16,1]	0.958	0.287	0.597	0.909	1.698
beta2_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,3]	7.010	7.105	-1.509	5.569	23.741
beta2_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,3]	1.516	1.258	0.135	1.146	5.201
beta2_pH[9,3]	0.154	0.110	0.045	0.137	0.338
beta2_pH[10,3]	0.335	0.504	0.056	0.233	1.307
beta2_pH[11,3]	-5.705	4.660	-18.259	-4.390	-0.592
beta2_pH[12,3]	-6.436	4.531	-18.103	-5.339	-1.099
beta2_pH[13,3]	-5.831	4.599	-18.673	-4.434	-0.953
beta2_pH[14,3]	-5.933	4.462	-18.106	-4.580	-1.159
beta2_pH[15,3]	-6.165	4.483	-18.510	-4.975	-1.032
beta2_pH[16,3]	-5.968	4.322	-17.691	-4.654	-1.464
beta2_pH[11,4]	-7.866	5.241	-20.638	-6.893	-0.959
beta2_pH[12,4]	-7.932	5.233	-20.574	-7.000	-1.176
beta2_pH[13,4]	-7.760	5.242	-20.177	-6.894	-1.019
beta2_pH[14,4]	-7.910	5.212	-20.401	-6.761	-1.151
beta2_pH[15,4]	-8.017	5.247	-20.569	-7.014	-1.025
beta2_pH[16,4]	-7.947	5.051	-20.305	-6.807	-1.605
beta2_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta3_pH[1,1]	34.773	0.988	32.985	34.781	36.824
beta3_pH[2,1]	31.823	1.029	30.160	31.665	34.252
beta3_pH[3,1]	32.490	2.363	25.944	32.740	37.490
beta3_pH[4,1]	31.503	1.496	28.879	31.354	34.814
beta3_pH[5,1]	27.149	1.256	24.413	27.221	29.855
beta3_pH[6,1]	34.652	4.469	26.437	33.937	42.474
beta3_pH[7,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,1]	38.046	3.668	29.330	38.575	43.448
beta3_pH[9,1]	32.417	4.458	26.795	30.837	41.892
beta3_pH[10,1]	31.904	1.412	29.056	31.913	34.635
beta3_pH[11,1]	32.444	1.661	29.381	32.502	36.058
beta3_pH[12,1]	30.634	0.509	29.609	30.652	31.624
beta3_pH[13,1]	31.091	0.628	29.745	31.095	32.316
beta3_pH[14,1]	32.572	0.733	31.341	32.511	34.216
beta3_pH[15,1]	30.648	0.791	29.187	30.614	32.190
beta3_pH[16,1]	29.976	0.376	29.201	30.011	30.690
beta3_pH[1,2]	31.925	4.641	24.322	31.848	39.612
beta3_pH[2,2]	32.107	4.645	24.404	32.103	39.647
beta3_pH[3,2]	31.530	4.362	24.325	31.602	38.692
beta3_pH[4,2]	31.442	4.352	24.348	31.415	38.570
beta3_pH[5,2]	30.487	7.232	18.539	30.410	42.467
beta3_pH[6,2]	30.410	7.282	18.499	30.314	42.426
beta3_pH[7,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[9,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[10,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[11,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[12,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[13,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[14,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[15,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[16,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[1,3]	36.929	3.306	27.511	38.421	39.968
beta3_pH[2,3]	32.106	4.610	24.438	32.157	39.576
beta3_pH[3,3]	31.553	4.307	24.367	31.448	38.630
beta3_pH[4,3]	31.558	4.312	24.431	31.527	38.621
beta3_pH[5,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[6,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[7,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,3]	41.676	1.114	38.379	41.834	42.947
beta3_pH[9,3]	37.151	2.079	35.037	36.448	42.354
beta3_pH[10,3]	37.828	2.090	35.115	37.381	42.470
beta3_pH[11,3]	40.812	1.094	38.963	40.771	43.068
beta3_pH[12,3]	42.089	0.680	40.399	42.295	42.884
beta3_pH[13,3]	41.462	0.874	39.882	41.408	43.327
beta3_pH[14,3]	40.513	0.655	39.140	40.530	41.782
beta3_pH[15,3]	40.622	0.650	39.130	40.649	41.869
beta3_pH[16,3]	41.887	0.385	41.045	41.933	42.660
beta3_pH[11,4]	40.543	1.146	38.317	40.485	42.744
beta3_pH[12,4]	41.670	0.862	40.106	41.920	42.865
beta3_pH[13,4]	41.420	1.058	38.769	41.607	42.918
beta3_pH[14,4]	40.502	1.000	38.420	40.541	42.385
beta3_pH[15,4]	40.536	1.138	38.257	40.532	42.647
beta3_pH[16,4]	41.474	0.511	40.397	41.475	42.549
beta3_pH[11,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[12,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[13,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[14,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[15,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[16,5]	25.000	0.000	25.000	25.000	25.000
beta4_pH[1,1]	0.262	0.022	0.221	0.261	0.304
beta4_pH[2,1]	0.208	0.005	0.198	0.208	0.218
beta4_pH[3,1]	0.171	0.007	0.157	0.171	0.185
beta4_pH[4,1]	0.292	0.011	0.269	0.292	0.314
beta4_pH[5,1]	0.850	1.542	0.125	0.612	2.741
beta4_pH[6,1]	1.002	1.200	0.205	0.780	3.128
beta4_pH[7,1]	0.832	0.346	0.325	0.780	1.679
beta4_pH[8,1]	0.164	0.073	0.045	0.155	0.326
beta4_pH[9,1]	0.220	0.088	0.066	0.213	0.408
beta4_pH[10,1]	0.001	0.001	0.000	0.001	0.003
beta4_pH[11,1]	0.452	0.012	0.428	0.452	0.477
beta4_pH[12,1]	0.643	0.023	0.599	0.643	0.687
beta4_pH[13,1]	0.624	0.014	0.598	0.624	0.651
beta4_pH[14,1]	0.664	0.031	0.603	0.664	0.724
beta4_pH[15,1]	0.794	0.021	0.753	0.795	0.838
beta4_pH[16,1]	1.212	0.044	1.129	1.210	1.300
beta4_pH[1,2]	0.327	0.100	0.152	0.322	0.541
beta4_pH[2,2]	0.511	0.022	0.467	0.511	0.555
beta4_pH[3,2]	0.442	0.012	0.419	0.442	0.465
beta4_pH[4,2]	0.656	0.038	0.584	0.656	0.730
beta4_pH[5,2]	0.823	0.996	0.123	0.607	2.798
beta4_pH[6,2]	0.983	1.143	0.189	0.760	2.985
beta4_pH[7,2]	0.889	0.432	0.346	0.803	1.966
beta4_pH[8,2]	0.877	0.221	0.490	0.862	1.335
beta4_pH[9,2]	1.271	1.804	0.321	0.898	4.534
beta4_pH[10,2]	0.467	0.054	0.365	0.466	0.574
beta4_pH[11,2]	1.300	0.056	1.193	1.299	1.413
beta4_pH[12,2]	0.598	0.112	0.390	0.594	0.833
beta4_pH[13,2]	0.958	0.046	0.872	0.957	1.047
beta4_pH[14,2]	0.968	0.072	0.836	0.967	1.116
beta4_pH[15,2]	1.023	0.026	0.973	1.023	1.075
beta4_pH[16,2]	1.495	0.094	1.329	1.489	1.691
beta4_pH[1,3]	0.284	0.085	0.135	0.279	0.466
beta4_pH[2,3]	0.046	0.016	0.017	0.045	0.081
beta4_pH[3,3]	0.044	0.010	0.025	0.044	0.063
beta4_pH[4,3]	0.170	0.032	0.110	0.170	0.234
beta4_pH[5,3]	0.809	0.876	0.121	0.602	2.852
beta4_pH[6,3]	0.994	1.299	0.183	0.743	3.154
beta4_pH[7,3]	0.879	0.421	0.343	0.808	1.859
beta4_pH[8,3]	0.422	0.203	0.110	0.394	0.893
beta4_pH[9,3]	1.047	1.389	0.158	0.719	3.615
beta4_pH[10,3]	0.060	0.041	0.003	0.054	0.156
beta4_pH[11,3]	0.364	0.016	0.333	0.364	0.395
beta4_pH[12,3]	0.439	0.041	0.364	0.437	0.521
beta4_pH[13,3]	0.836	0.037	0.768	0.835	0.910
beta4_pH[14,3]	0.825	0.066	0.700	0.824	0.961
beta4_pH[15,3]	0.636	0.017	0.604	0.635	0.669
beta4_pH[16,3]	0.636	0.035	0.570	0.636	0.706
beta4_pH[1,4]	0.636	0.340	0.218	0.567	1.543
beta4_pH[2,4]	0.834	0.928	0.110	0.591	3.070
beta4_pH[3,4]	0.879	1.073	0.094	0.606	3.116
beta4_pH[4,4]	0.728	0.464	0.207	0.612	1.938
beta4_pH[5,4]	0.844	1.238	0.117	0.598	2.999
beta4_pH[6,4]	1.042	1.716	0.205	0.776	3.423
beta4_pH[7,4]	0.884	0.419	0.341	0.807	1.881
beta4_pH[8,4]	0.758	0.661	0.162	0.608	2.330
beta4_pH[9,4]	0.800	0.928	0.126	0.582	2.857
beta4_pH[10,4]	1.992	6.582	0.007	0.386	14.313
beta4_pH[11,4]	0.436	0.017	0.403	0.436	0.471
beta4_pH[12,4]	0.598	0.061	0.482	0.595	0.728
beta4_pH[13,4]	0.923	0.040	0.842	0.924	1.002
beta4_pH[14,4]	0.954	0.087	0.792	0.951	1.132
beta4_pH[15,4]	0.703	0.022	0.661	0.703	0.745
beta4_pH[16,4]	0.674	0.044	0.592	0.672	0.767
beta4_pH[1,5]	0.634	0.331	0.221	0.573	1.426
beta4_pH[2,5]	0.853	1.061	0.109	0.576	3.229
beta4_pH[3,5]	0.890	1.385	0.096	0.590	3.317
beta4_pH[4,5]	0.717	0.444	0.210	0.608	1.838
beta4_pH[5,5]	0.810	1.000	0.115	0.596	2.818
beta4_pH[6,5]	0.995	1.091	0.185	0.755	3.219
beta4_pH[7,5]	0.880	0.405	0.352	0.799	1.892
beta4_pH[8,5]	0.725	0.664	0.154	0.580	2.136
beta4_pH[9,5]	0.789	1.032	0.115	0.570	2.796
beta4_pH[10,5]	1.946	6.072	0.008	0.367	13.410
beta4_pH[11,5]	0.603	0.050	0.508	0.603	0.702
beta4_pH[12,5]	0.590	0.170	0.312	0.569	0.980
beta4_pH[13,5]	0.785	0.063	0.669	0.782	0.919
beta4_pH[14,5]	0.835	0.115	0.631	0.828	1.082
beta4_pH[15,5]	1.125	0.071	0.988	1.123	1.269
beta4_pH[16,5]	22.420	10.051	9.949	19.989	47.678
beta0_pelagic[1]	2.269	0.036	2.202	2.268	2.343
beta0_pelagic[2]	1.538	0.007	1.525	1.538	1.552
beta0_pelagic[3]	0.315	0.154	-0.061	0.331	0.558
beta0_pelagic[4]	0.359	0.203	-0.049	0.351	0.776
beta0_pelagic[5]	1.445	0.155	1.146	1.442	1.744
beta0_pelagic[6]	1.352	0.059	1.242	1.351	1.468
beta0_pelagic[7]	1.486	0.039	1.414	1.484	1.568
beta0_pelagic[8]	1.676	0.043	1.592	1.675	1.763
beta0_pelagic[9]	2.806	0.065	2.688	2.804	2.942
beta0_pelagic[10]	2.603	0.031	2.544	2.603	2.666
beta0_pelagic[11]	-0.296	0.375	-1.441	-0.186	0.123
beta0_pelagic[12]	1.804	0.036	1.738	1.803	1.879
beta0_pelagic[13]	-0.245	0.235	-0.779	-0.241	0.187
beta0_pelagic[14]	-0.288	0.168	-0.636	-0.279	0.024
beta0_pelagic[15]	-0.233	0.049	-0.368	-0.214	-0.188
beta0_pelagic[16]	-0.279	0.274	-0.938	-0.218	0.118
beta1_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[3]	0.632	0.168	0.326	0.627	0.984
beta1_pelagic[4]	0.674	0.234	0.190	0.684	1.126
beta1_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[11]	1.366	0.547	0.785	1.184	2.691
beta1_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[13]	2.139	0.650	1.057	2.118	3.281
beta1_pelagic[14]	1.766	0.418	1.157	1.688	3.068
beta1_pelagic[15]	0.089	0.093	0.011	0.051	0.352
beta1_pelagic[16]	1.315	0.430	0.693	1.231	2.308
beta2_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[3]	7.769	5.921	0.477	6.603	21.907
beta2_pelagic[4]	8.817	6.894	0.693	7.260	26.939
beta2_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[11]	1.567	1.534	0.151	1.063	5.906
beta2_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[13]	0.342	0.494	0.110	0.222	1.401
beta2_pelagic[14]	0.892	0.863	0.184	0.632	3.627
beta2_pelagic[15]	2.488	1.789	0.147	2.122	6.746
beta2_pelagic[16]	1.048	1.247	0.148	0.534	4.798
beta3_pelagic[1]	30.982	5.139	22.437	30.971	39.499
beta3_pelagic[2]	31.006	5.181	22.584	30.950	39.546
beta3_pelagic[3]	28.813	2.409	23.675	29.793	32.017
beta3_pelagic[4]	26.519	1.628	23.466	26.407	31.307
beta3_pelagic[5]	29.628	6.607	18.682	29.589	40.439
beta3_pelagic[6]	29.773	6.710	18.534	29.809	40.436
beta3_pelagic[7]	29.370	6.631	18.583	29.360	40.389
beta3_pelagic[8]	29.550	6.593	18.692	29.643	40.460
beta3_pelagic[9]	29.427	6.667	18.621	29.193	40.464
beta3_pelagic[10]	29.373	6.637	18.550	29.251	40.494
beta3_pelagic[11]	29.641	1.789	25.691	29.582	33.232
beta3_pelagic[12]	29.525	6.697	18.550	29.599	40.543
beta3_pelagic[13]	36.040	2.933	30.121	36.040	40.751
beta3_pelagic[14]	34.056	1.895	31.430	33.699	39.225
beta3_pelagic[15]	30.892	6.916	18.621	32.057	40.639
beta3_pelagic[16]	31.862	2.243	27.377	31.755	36.252
beta0_yellow[1]	-0.483	0.082	-0.642	-0.482	-0.325
beta0_yellow[2]	0.548	0.074	0.393	0.552	0.684
beta0_yellow[3]	-0.188	0.124	-0.425	-0.190	0.018
beta0_yellow[4]	0.833	0.457	-0.641	1.004	1.205
beta0_yellow[5]	0.253	0.332	-0.438	0.276	0.839
beta0_yellow[6]	0.822	0.107	0.619	0.823	1.029
beta0_yellow[7]	1.020	0.098	0.829	1.021	1.209
beta0_yellow[8]	1.029	0.094	0.845	1.029	1.213
beta0_yellow[9]	0.474	0.104	0.267	0.477	0.672
beta0_yellow[10]	0.548	0.072	0.409	0.548	0.692
beta0_yellow[11]	-0.217	0.136	-0.512	-0.210	0.025
beta0_yellow[12]	-1.094	0.095	-1.284	-1.094	-0.908
beta0_yellow[13]	-1.400	0.213	-1.846	-1.368	-1.111
beta0_yellow[14]	-0.285	0.171	-0.650	-0.270	-0.017
beta0_yellow[15]	-1.231	0.106	-1.435	-1.231	-1.028
beta0_yellow[16]	-0.107	0.083	-0.270	-0.106	0.053
beta1_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[2]	1.000	0.234	0.560	0.995	1.457
beta1_yellow[3]	0.426	0.240	0.016	0.440	0.871
beta1_yellow[4]	1.403	0.720	0.589	1.198	3.501
beta1_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[11]	0.572	0.468	0.013	0.504	1.635
beta1_yellow[12]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[13]	2.575	0.882	0.714	2.683	4.150
beta1_yellow[14]	1.191	0.835	0.029	1.004	3.110
beta1_yellow[15]	2.611	0.612	1.187	2.648	3.730
beta1_yellow[16]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[2]	-7.715	5.781	-22.135	-6.380	-0.507
beta2_yellow[3]	-8.613	5.782	-20.704	-7.757	-0.639
beta2_yellow[4]	-5.533	5.959	-20.565	-3.495	-0.106
beta2_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[11]	-5.660	5.425	-19.733	-3.305	-0.419
beta2_yellow[12]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[13]	-2.071	3.260	-12.725	-0.943	-0.276
beta2_yellow[14]	-5.844	5.543	-19.992	-3.842	-0.271
beta2_yellow[15]	-5.669	4.542	-18.025	-4.149	-1.037
beta2_yellow[16]	0.000	0.000	0.000	0.000	0.000
beta3_yellow[1]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[2]	28.849	1.177	27.154	28.637	31.971
beta3_yellow[3]	32.283	3.564	22.055	32.502	39.764
beta3_yellow[4]	30.017	3.535	24.979	28.530	38.268
beta3_yellow[5]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[6]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[7]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[8]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[9]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[10]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[11]	33.427	2.728	30.210	32.648	41.211
beta3_yellow[12]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[13]	31.011	1.441	30.010	30.426	35.378
beta3_yellow[14]	32.306	2.290	30.022	31.580	37.866
beta3_yellow[15]	30.101	0.191	30.001	30.038	30.699
beta3_yellow[16]	25.000	0.000	25.000	25.000	25.000
beta0_black[1]	0.010	0.077	-0.137	0.010	0.166
beta0_black[2]	1.855	0.032	1.793	1.856	1.918
beta0_black[3]	1.239	0.037	1.165	1.239	1.310
beta0_black[4]	2.425	0.048	2.333	2.424	2.521
beta0_black[5]	5.126	2.312	1.841	4.700	10.754
beta0_black[6]	5.221	2.196	2.567	4.677	10.878
beta0_black[7]	4.128	2.194	1.587	3.540	10.208
beta0_black[8]	0.896	0.225	0.490	0.886	1.359
beta0_black[9]	2.808	0.269	2.304	2.806	3.352
beta0_black[10]	1.285	0.051	1.186	1.284	1.388
beta0_black[11]	2.979	0.052	2.877	2.979	3.082
beta0_black[12]	4.920	0.188	4.558	4.920	5.293
beta0_black[13]	0.446	0.357	0.017	0.351	1.269
beta0_black[14]	2.850	0.108	2.629	2.852	3.055
beta0_black[15]	0.722	0.052	0.621	0.721	0.823
beta0_black[16]	3.773	0.072	3.628	3.772	3.918
beta2_black[1]	0.000	0.000	0.000	0.000	0.000
beta2_black[2]	0.000	0.000	0.000	0.000	0.000
beta2_black[3]	0.000	0.000	0.000	0.000	0.000
beta2_black[4]	0.000	0.000	0.000	0.000	0.000
beta2_black[5]	0.000	0.000	0.000	0.000	0.000
beta2_black[6]	0.000	0.000	0.000	0.000	0.000
beta2_black[7]	0.000	0.000	0.000	0.000	0.000
beta2_black[8]	0.000	0.000	0.000	0.000	0.000
beta2_black[9]	0.000	0.000	0.000	0.000	0.000
beta2_black[10]	0.000	0.000	0.000	0.000	0.000
beta2_black[11]	0.000	0.000	0.000	0.000	0.000
beta2_black[12]	0.000	0.000	0.000	0.000	0.000
beta2_black[13]	-2.541	1.468	-6.302	-2.382	-0.390
beta2_black[14]	0.000	0.000	0.000	0.000	0.000
beta2_black[15]	0.000	0.000	0.000	0.000	0.000
beta2_black[16]	0.000	0.000	0.000	0.000	0.000
beta3_black[1]	25.000	0.000	25.000	25.000	25.000
beta3_black[2]	25.000	0.000	25.000	25.000	25.000
beta3_black[3]	25.000	0.000	25.000	25.000	25.000
beta3_black[4]	25.000	0.000	25.000	25.000	25.000
beta3_black[5]	25.000	0.000	25.000	25.000	25.000
beta3_black[6]	25.000	0.000	25.000	25.000	25.000
beta3_black[7]	25.000	0.000	25.000	25.000	25.000
beta3_black[8]	25.000	0.000	25.000	25.000	25.000
beta3_black[9]	25.000	0.000	25.000	25.000	25.000
beta3_black[10]	25.000	0.000	25.000	25.000	25.000
beta3_black[11]	25.000	0.000	25.000	25.000	25.000
beta3_black[12]	25.000	0.000	25.000	25.000	25.000
beta3_black[13]	37.337	3.611	24.619	38.278	40.858
beta3_black[14]	25.000	0.000	25.000	25.000	25.000
beta3_black[15]	25.000	0.000	25.000	25.000	25.000
beta3_black[16]	25.000	0.000	25.000	25.000	25.000
beta4_black[1]	-0.325	0.092	-0.502	-0.325	-0.152
beta4_black[2]	0.258	0.054	0.152	0.257	0.365
beta4_black[3]	-0.720	0.064	-0.845	-0.719	-0.593
beta4_black[4]	0.630	0.130	0.389	0.626	0.892
beta4_black[5]	0.771	1.567	-1.299	0.498	4.484
beta4_black[6]	0.890	1.548	-0.924	0.561	4.607
beta4_black[7]	0.765	1.450	-1.007	0.486	4.078
beta4_black[8]	0.074	0.291	-0.550	0.085	0.608
beta4_black[9]	1.059	0.827	-0.113	0.906	3.092
beta4_black[10]	0.075	0.067	-0.054	0.074	0.204
beta4_black[11]	-0.611	0.066	-0.739	-0.610	-0.481
beta4_black[12]	1.235	0.292	0.687	1.223	1.815
beta4_black[13]	-1.006	0.077	-1.162	-1.005	-0.856
beta4_black[14]	0.223	0.176	-0.121	0.223	0.569
beta4_black[15]	0.002	0.047	-0.087	0.001	0.096
beta4_black[16]	-0.417	0.116	-0.640	-0.415	-0.190
beta0_dsr[11]	-0.325	0.009	-0.344	-0.325	-0.307
beta0_dsr[12]	1.415	0.044	1.334	1.414	1.506
beta0_dsr[13]	0.158	0.021	0.116	0.158	0.200
beta0_dsr[14]	-0.125	0.017	-0.158	-0.125	-0.092
beta0_dsr[15]	0.214	0.014	0.187	0.214	0.241
beta0_dsr[16]	0.168	0.016	0.137	0.168	0.200
beta1_dsr[11]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[12]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[13]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[14]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[15]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[16]	0.000	0.000	0.000	0.000	0.000
beta4_dsr[11]	0.513	0.036	0.444	0.512	0.584
beta4_dsr[12]	1.481	0.418	0.699	1.457	2.346
beta4_dsr[13]	-0.094	0.041	-0.171	-0.094	-0.012
beta4_dsr[14]	-0.253	0.073	-0.400	-0.252	-0.113
beta4_dsr[15]	0.197	0.022	0.156	0.197	0.239
beta4_dsr[16]	-0.090	0.046	-0.178	-0.090	-0.001
beta0_slope[11]	-2.220	0.021	-2.260	-2.220	-2.177
beta0_slope[12]	-5.635	0.339	-6.366	-5.613	-5.061
beta0_slope[13]	-1.517	0.035	-1.585	-1.517	-1.448
beta0_slope[14]	-2.761	0.057	-2.878	-2.761	-2.650
beta0_slope[15]	-1.605	0.022	-1.649	-1.605	-1.563
beta0_slope[16]	-2.689	0.039	-2.767	-2.689	-2.617
beta1_slope[11]	0.000	0.000	0.000	0.000	0.000
beta1_slope[12]	0.000	0.000	0.000	0.000	0.000
beta1_slope[13]	0.000	0.000	0.000	0.000	0.000
beta1_slope[14]	0.000	0.000	0.000	0.000	0.000
beta1_slope[15]	0.000	0.000	0.000	0.000	0.000
beta1_slope[16]	0.000	0.000	0.000	0.000	0.000
beta4_slope[11]	-0.343	0.086	-0.516	-0.343	-0.181
beta4_slope[12]	-5.582	1.016	-7.793	-5.512	-3.803
beta4_slope[13]	0.333	0.055	0.227	0.333	0.440
beta4_slope[14]	-0.242	0.190	-0.638	-0.237	0.114
beta4_slope[15]	-0.345	0.033	-0.412	-0.346	-0.281
beta4_slope[16]	-0.135	0.111	-0.363	-0.134	0.079
beta5_slope[11]	3.243	0.127	2.993	3.241	3.494
beta5_slope[12]	2.618	0.565	1.636	2.571	3.826
beta5_slope[13]	0.883	0.085	0.722	0.881	1.054
beta5_slope[14]	4.937	0.706	3.680	4.916	6.423
beta5_slope[15]	1.396	0.077	1.246	1.396	1.548
beta5_slope[16]	3.518	0.367	2.869	3.495	4.311
tau_comp[1]	3.761	0.298	3.197	3.754	4.371
tau_comp[2]	2.774	0.254	2.309	2.764	3.301
tau_comp[3]	0.873	0.075	0.736	0.871	1.031
tau_comp[4]	0.088	0.011	0.068	0.088	0.111
tau_comp[5]	0.179	0.025	0.133	0.178	0.232
sigma_H[1]	0.199	0.061	0.085	0.197	0.340
sigma_H[2]	0.172	0.029	0.121	0.170	0.234
sigma_H[3]	0.201	0.042	0.127	0.198	0.288
sigma_H[4]	0.397	0.081	0.259	0.389	0.571
sigma_H[5]	1.034	0.224	0.620	1.019	1.499
sigma_H[6]	0.293	0.194	0.016	0.266	0.735
sigma_H[7]	0.275	0.048	0.194	0.270	0.382
sigma_H[8]	0.432	0.087	0.306	0.420	0.627
sigma_H[9]	0.393	0.075	0.277	0.382	0.576
sigma_H[10]	0.226	0.043	0.154	0.222	0.323
sigma_H[11]	0.265	0.045	0.189	0.259	0.364
sigma_H[12]	0.410	0.155	0.207	0.372	0.744
sigma_H[13]	0.201	0.034	0.141	0.198	0.275
sigma_H[14]	0.462	0.094	0.307	0.452	0.673
sigma_H[15]	0.244	0.039	0.178	0.239	0.330
sigma_H[16]	0.219	0.044	0.143	0.215	0.317
lambda_H[1]	2.666	4.063	0.084	1.247	13.360
lambda_H[2]	8.387	7.320	0.787	6.296	28.834
lambda_H[3]	4.959	7.767	0.250	2.489	24.136
lambda_H[4]	0.008	0.006	0.001	0.006	0.024
lambda_H[5]	2.557	5.370	0.016	0.556	19.647
lambda_H[6]	8.899	14.219	0.021	3.416	49.173
lambda_H[7]	0.015	0.010	0.003	0.013	0.040
lambda_H[8]	8.194	10.533	0.005	4.755	39.442
lambda_H[9]	0.021	0.014	0.003	0.018	0.056
lambda_H[10]	0.353	0.942	0.027	0.187	1.390
lambda_H[11]	0.219	0.338	0.010	0.095	1.118
lambda_H[12]	4.405	5.404	0.249	2.674	19.199
lambda_H[13]	3.475	3.270	0.275	2.580	12.351
lambda_H[14]	3.156	3.544	0.236	2.115	12.645
lambda_H[15]	0.022	0.038	0.003	0.015	0.073
lambda_H[16]	0.778	1.402	0.028	0.306	4.449
mu_lambda_H[1]	4.266	1.881	1.198	4.113	8.386
mu_lambda_H[2]	3.894	1.927	0.680	3.731	8.021
mu_lambda_H[3]	3.499	1.857	0.729	3.214	7.676
sigma_lambda_H[1]	8.499	4.294	2.024	7.857	18.092
sigma_lambda_H[2]	8.394	4.612	1.078	7.828	18.304
sigma_lambda_H[3]	6.412	4.009	0.970	5.605	16.291
beta_H[1,1]	6.651	1.285	3.277	6.916	8.492
beta_H[2,1]	9.860	0.484	8.758	9.886	10.762
beta_H[3,1]	7.935	0.815	5.993	8.030	9.333
beta_H[4,1]	13.557	7.788	-1.238	13.398	29.630
beta_H[5,1]	-0.337	3.016	-6.648	-0.062	4.845
beta_H[6,1]	4.726	2.828	-2.987	5.439	7.879
beta_H[7,1]	2.707	5.051	-8.022	2.964	12.220
beta_H[8,1]	2.015	6.626	-2.213	1.225	16.420
beta_H[9,1]	13.945	5.456	4.215	13.540	25.815
beta_H[10,1]	7.086	1.701	3.563	7.186	10.219
beta_H[11,1]	4.572	3.723	-3.337	5.214	9.939
beta_H[12,1]	2.525	0.988	0.690	2.479	4.657
beta_H[13,1]	9.028	0.860	7.288	9.088	10.423
beta_H[14,1]	2.099	0.990	0.167	2.110	4.070
beta_H[15,1]	-6.639	3.715	-13.432	-6.843	1.151
beta_H[16,1]	4.098	3.116	-0.727	3.642	11.543
beta_H[1,2]	7.898	0.263	7.352	7.902	8.393
beta_H[2,2]	10.036	0.132	9.781	10.035	10.294
beta_H[3,2]	8.931	0.206	8.520	8.929	9.340
beta_H[4,2]	1.996	1.474	-1.035	2.018	4.942
beta_H[5,2]	1.810	1.086	-0.390	1.807	3.864
beta_H[6,2]	6.347	0.833	4.460	6.406	7.759
beta_H[7,2]	1.910	0.968	0.064	1.885	3.961
beta_H[8,2]	2.841	1.657	-1.978	3.110	4.257
beta_H[9,2]	2.655	1.008	0.613	2.669	4.618
beta_H[10,2]	8.161	0.351	7.428	8.186	8.803
beta_H[11,2]	9.877	0.664	8.847	9.785	11.305
beta_H[12,2]	3.933	0.353	3.254	3.923	4.635
beta_H[13,2]	9.154	0.241	8.715	9.147	9.638
beta_H[14,2]	4.071	0.345	3.419	4.068	4.746
beta_H[15,2]	11.484	0.668	10.118	11.513	12.705
beta_H[16,2]	4.695	0.841	3.144	4.678	6.359
beta_H[1,3]	8.551	0.274	8.034	8.540	9.112
beta_H[2,3]	10.108	0.108	9.901	10.106	10.324
beta_H[3,3]	9.639	0.173	9.307	9.637	9.982
beta_H[4,3]	-0.547	1.194	-2.732	-0.604	1.990
beta_H[5,3]	4.102	0.708	2.761	4.094	5.557
beta_H[6,3]	7.662	0.851	6.452	7.500	9.935
beta_H[7,3]	-1.996	0.643	-3.250	-2.001	-0.754
beta_H[8,3]	5.326	0.831	4.637	5.170	8.140
beta_H[9,3]	-1.628	0.700	-3.059	-1.613	-0.298
beta_H[10,3]	8.777	0.285	8.222	8.775	9.354
beta_H[11,3]	8.459	0.304	7.826	8.484	8.995
beta_H[12,3]	5.343	0.307	4.662	5.371	5.869
beta_H[13,3]	8.960	0.179	8.619	8.957	9.306
beta_H[14,3]	5.851	0.280	5.243	5.877	6.343
beta_H[15,3]	10.300	0.317	9.690	10.299	10.905
beta_H[16,3]	6.121	0.822	4.425	6.207	7.476
beta_H[1,4]	8.250	0.196	7.818	8.265	8.589
beta_H[2,4]	10.189	0.111	9.950	10.196	10.387
beta_H[3,4]	10.148	0.168	9.777	10.163	10.437
beta_H[4,4]	11.579	0.456	10.686	11.578	12.455
beta_H[5,4]	5.739	0.889	4.326	5.632	7.826
beta_H[6,4]	7.668	0.597	6.165	7.766	8.606
beta_H[7,4]	8.411	0.325	7.757	8.415	9.039
beta_H[8,4]	6.707	0.334	5.776	6.739	7.149
beta_H[9,4]	7.144	0.364	6.462	7.136	7.875
beta_H[10,4]	7.810	0.258	7.339	7.794	8.368
beta_H[11,4]	9.491	0.200	9.101	9.495	9.883
beta_H[12,4]	7.220	0.196	6.838	7.217	7.617
beta_H[13,4]	9.095	0.145	8.815	9.096	9.376
beta_H[14,4]	7.900	0.216	7.485	7.899	8.348
beta_H[15,4]	9.484	0.232	9.045	9.485	9.946
beta_H[16,4]	9.498	0.290	8.990	9.476	10.091
beta_H[1,5]	9.077	0.152	8.765	9.080	9.383
beta_H[2,5]	10.844	0.090	10.671	10.841	11.031
beta_H[3,5]	10.954	0.172	10.626	10.948	11.295
beta_H[4,5]	8.533	0.443	7.674	8.525	9.413
beta_H[5,5]	5.038	0.752	3.215	5.177	6.167
beta_H[6,5]	8.700	0.506	7.942	8.608	9.899
beta_H[7,5]	6.658	0.321	6.032	6.658	7.274
beta_H[8,5]	8.325	0.288	7.927	8.291	8.992
beta_H[9,5]	8.400	0.370	7.649	8.405	9.107
beta_H[10,5]	10.146	0.255	9.628	10.151	10.627
beta_H[11,5]	11.580	0.231	11.116	11.582	12.045
beta_H[12,5]	8.553	0.189	8.190	8.553	8.932
beta_H[13,5]	10.101	0.123	9.856	10.101	10.341
beta_H[14,5]	9.278	0.208	8.878	9.271	9.707
beta_H[15,5]	11.264	0.250	10.772	11.269	11.754
beta_H[16,5]	9.885	0.199	9.470	9.890	10.247
beta_H[1,6]	10.210	0.236	9.840	10.179	10.808
beta_H[2,6]	11.531	0.106	11.326	11.532	11.745
beta_H[3,6]	10.719	0.167	10.360	10.730	11.022
beta_H[4,6]	12.863	0.779	11.277	12.895	14.328
beta_H[5,6]	5.875	0.752	4.678	5.809	7.574
beta_H[6,6]	8.772	0.427	7.836	8.787	9.581
beta_H[7,6]	10.502	0.547	9.402	10.500	11.570
beta_H[8,6]	9.565	0.385	8.794	9.608	10.052
beta_H[9,6]	8.165	0.599	7.006	8.153	9.382
beta_H[10,6]	9.405	0.363	8.634	9.437	10.029
beta_H[11,6]	10.678	0.376	9.872	10.703	11.332
beta_H[12,6]	9.362	0.242	8.887	9.355	9.862
beta_H[13,6]	11.107	0.155	10.838	11.099	11.441
beta_H[14,6]	9.904	0.271	9.361	9.901	10.435
beta_H[15,6]	10.643	0.435	9.764	10.652	11.471
beta_H[16,6]	10.694	0.251	10.173	10.699	11.203
beta_H[1,7]	10.295	1.263	7.014	10.587	12.042
beta_H[2,7]	12.131	0.430	11.238	12.145	12.939
beta_H[3,7]	10.289	0.702	8.765	10.360	11.493
beta_H[4,7]	1.957	4.018	-5.674	1.805	10.201
beta_H[5,7]	6.154	2.501	1.348	6.221	10.702
beta_H[6,7]	8.470	1.775	3.355	8.913	10.620
beta_H[7,7]	7.828	2.763	2.460	7.825	13.372
beta_H[8,7]	11.095	1.453	9.358	10.965	13.808
beta_H[9,7]	5.470	3.091	-0.630	5.544	11.627
beta_H[10,7]	10.188	1.634	7.488	9.976	13.849
beta_H[11,7]	11.534	1.892	8.169	11.311	15.691
beta_H[12,7]	9.895	0.891	7.958	9.953	11.450
beta_H[13,7]	11.698	0.718	10.085	11.776	12.894
beta_H[14,7]	10.607	0.900	8.782	10.635	12.320
beta_H[15,7]	13.609	2.242	9.340	13.511	18.121
beta_H[16,7]	12.788	1.392	10.434	12.620	15.894
beta0_H[1]	7.933	18.626	-28.920	8.495	42.479
beta0_H[2]	10.769	6.231	-1.790	10.713	23.268
beta0_H[3]	9.914	10.570	-12.360	10.084	32.247
beta0_H[4]	8.141	167.275	-330.320	4.459	345.980
beta0_H[5]	4.278	37.087	-63.000	3.858	79.336
beta0_H[6]	6.309	32.132	-55.779	7.703	63.440
beta0_H[7]	4.575	128.260	-246.524	6.867	255.000
beta0_H[8]	5.898	57.697	-19.684	6.623	34.593
beta0_H[9]	7.910	100.570	-196.163	8.971	203.909
beta0_H[10]	8.253	36.324	-67.721	8.338	87.760
beta0_H[11]	8.407	52.700	-102.953	8.728	120.886
beta0_H[12]	6.533	10.532	-15.225	6.579	27.995
beta0_H[13]	9.869	11.678	-10.931	9.825	30.217
beta0_H[14]	7.133	12.288	-16.480	7.110	30.940
beta0_H[15]	7.375	116.009	-231.972	7.738	230.355
beta0_H[16]	8.995	31.484	-52.397	8.393	74.988